Designing trust into the Meridial Expert Marketplace

I rebuilt the public website so prospective Experts could trust it enough to apply, then connected it to product sign-up.

Role

Sole designer (product + growth)

What I owned

Research, information architecture, visual system, end-to-end page design, component system, and website-to-product handoff

Timeline

April to June 2026

Partnered with

Meridial product designer on the sign-up handoff

Put your expertise to work with vetted projects from frontier AI labs.

Matched to your domain. Sourced directly from the labs building it.

VIEW OPEN PROJECTS
1M+
Completed tasks
700+
Open engagements
35K+
Active global experts
80%
of leading AI models trained

Trusted by

AI21 Labs
AmFam
Ashley FDE
AWS
Charlotte Hornets
Cohere
AI21 Labs
AmFam
Ashley FDE
AWS
Charlotte Hornets
Cohere
AI Training

What will I do as a
Meridial expert?

Teach AI how to think like an expert.

Write the responses, reasoning, and judgment calls that AI models learn from.

Be the standard AI gets measured against.

Evaluate outputs, surface what's wrong, and push quality in the direction only a real expert can.

Define what "good" looks like.

Design the tests that determine whether AI actually knows what it's doing. Your rubrics shape how models get built and hold them accountable to it.

BECOME AN EXPERT
Now recruiting

Projects for
every skill set.

Whether you hold deep credentials or broad capabilities, there's meaningful AI work for you.

Language & linguistics
Sciences
Business & professions
Engineering & technology
Coding
Medical & healthcare
Finance & mathematics
Creative & multimedia

Language & linguistics

Translate, annotate, and evaluate AI outputs across 120+ languages — from syntax analysis to cross-cultural nuance review.

Sciences

Apply scientific expertise to validate research, annotate datasets, and evaluate AI performance in specialized domains.

Business & professions

Bring your professional knowledge to evaluate business scenarios, strategies, and AI reasoning in corporate contexts.

Engineering & technology

Validate technical content, review AI-generated code and engineering outputs, and define quality standards for technical domains.

Coding

Write, review, and evaluate code across languages and frameworks. Help AI learn to build better software.

Medical & healthcare

Apply clinical expertise to evaluate medical AI outputs, annotate health data, and ensure AI meets clinical standards.

Finance & mathematics

Evaluate financial models, validate quantitative reasoning, and ensure AI meets the precision standards of financial domains.

Creative & multimedia

Review and evaluate creative AI outputs — writing, design, media — and help define what good creative work looks like.

How it works

From sign-up to
first project.

Find a project that fits your expertise, provide your details, and start receiving invitations matched to your skills.*

JOIN THE MERIDIAL NETWORK
01

Create a profile

Fill in your profile, indicate your skills, and complete a brief confirmation step.

02

Browse & apply to projects

Find engagements that fit.

03

Get set up & start earning

Sign your Statement of Work and choose when you engage.

* Access to the Meridial network does not guarantee project engagements. Project availability varies based on client needs, domain requirements, and geographic eligibility. Meridial connects independent contractors with AI training opportunities — contributors are not employees of Meridial or Invisible Technologies.

What our experts say

Real people.
Real results.

Don't just take our word for it – hear from people who've experienced Meridial.

Engaging with a broad spectrum of projects has allowed me to apply my diverse skills and expertise and has been a rewarding experience."

AgustinaArgentina

My engagements with Meridial have allowed me to take on projects that align with my motivation and utilize my expertise."

AndreiRomania

Meridial's platform allows me to structure my day efficiently, balancing personal and professional commitments."

IshtiyaqIndia

I get to challenge myself and learn new things, while being able to get my son off to school every morning and be present for family and friends."

MaryUSA

My background in STEM and fiction writing allows me to bring both analytical precision and creative insight to my projects."

SusanColombia

I balance my time between studying for the GRE, making music, doing occasional counseling, and training AI models through Meridial."

FaraazBangladesh

It's nice to have this opportunity of being involved in many sectors of the human process for AI training, and Meridial provides that flexibility to all experts."

DanteAustria

Engaging with a broad spectrum of projects has allowed me to apply my diverse skills and expertise and has been a rewarding experience."

AgustinaArgentina

My engagements with Meridial have allowed me to take on projects that align with my motivation and utilize my expertise."

AndreiRomania

Meridial's platform allows me to structure my day efficiently, balancing personal and professional commitments."

IshtiyaqIndia

I get to challenge myself and learn new things, while being able to get my son off to school every morning and be present for family and friends."

MaryUSA

My background in STEM and fiction writing allows me to bring both analytical precision and creative insight to my projects."

SusanColombia

I balance my time between studying for the GRE, making music, doing occasional counseling, and training AI models through Meridial."

FaraazBangladesh

It's nice to have this opportunity of being involved in many sectors of the human process for AI training, and Meridial provides that flexibility to all experts."

DanteAustria

FAQs

SEE ALL
What is Meridial?−

Meridial is an expert contractor marketplace powered by Invisible Technologies. We connect domain experts, in law, STEM, finance, coding, linguistics, safety, and other fields, with AI training projects that require specialized human knowledge and judgment.

Who is Meridial for?+
What kind of work do Meridial experts do?+
How does Meridial work?+
What do Meridial experts earn?+
How is Meridial different from other AI training platforms?+
Ready to start?

Apply your expertise to AI that matters

Join thousands of domain experts shaping the future of AI – on your schedule, with projects that value your knowledge

JOIN THE MERIDIAL NETWORK

© 2026 Invisible Technologies Inc. All rights reserved.

Invisibletech.ai
GDPRHIPAASOC 2
JOIN THE MERIDIAL NETWORK

At a glance

Meridial is Invisible Technologies’ expert network for AI training work. Over three months I rebuilt its public website so prospective Experts could trust it enough to apply. The work included a clearer identity, stronger trust signals, a continuous path into the product, and a flexible component system that Marketing and Hiring could scale.

Problem

Meridial was scaling Expert hiring for AI training campaigns and Marketing set a target of 500% more sign-ups. The website was every candidate’s first touchpoint and was losing them within two pages. Public reviews carried a 1.8 TrustScore from before the rebrand. The target couldn’t be met without rebuilding that trust. I had designed the original site. The data showed it wasn’t working, so the redesign started with an audit of my own work.

A heuristic audit of the old homepage

Every problem came back to the same thing: the site gave candidates no reason to trust it.

The old homepage with numbered callouts on four problems
1

Vague value proposition

“Shape the future of AI” never explained what Meridial is or why an Expert should join.

2

Misleading primary CTA

“Join the network” routed to /projects, not sign-up.

3

No proof the company is real.

no client logos, compliance signals, or recognizable labs above the fold.

4

Flat hierarchy

Cards for benefits, projects, and testimonials all looked the same.

Prospective Experts couldn’t tell whether Meridial was legitimate or worth their time, and left before they found a reason to join.

Prospective Experts couldn’t tell whether Meridial was legitimate or worth their time, and left before they found a reason to join.

Research

I looked at Meridial the way an Expert would, through an applicant interview, public reviews, analytics, a homepage audit, and a competitive scan. Three issues kept showing up:

Two applicant quotes: one was wary of sharing personal details because of remote hiring scams, and one only trusted Meridial after checking its LinkedIn page and Reddit.

No proof the company was real.

Interviews and reviews showed fear of remote-hiring scams, with nothing on the site to counter it.

Two applicant quotes: one was wary of sharing personal details because of remote hiring scams, and one only trusted Meridial after checking its LinkedIn page and Reddit.

No proof the company was real.

Interviews and reviews showed fear of remote-hiring scams, with nothing on the site to counter it.

A week of website traffic: 30% average scroll depth, 49 seconds average time on site, and 1.45 pages per visit.

Interest stalled.

The projects page drew the most traffic, yet most visitors left before a next step (30% scroll depth, 1.45 pages per visit).

A week of website traffic: 30% average scroll depth, 49 seconds average time on site, and 1.45 pages per visit.

Interest stalled.

The projects page drew the most traffic, yet most visitors left before a next step (30% scroll depth, 1.45 pages per visit).

Four competitor marketplace homepages side by side, with key sections highlighted and a list of sections Meridial could adopt and ways it could stand apart.

Competitors felt continuous.

Leading marketplaces kept site and product visually continuous so signing up felt like staying, not leaving.

Four competitor marketplace homepages side by side, with key sections highlighted and a list of sections Meridial could adopt and ways it could stand apart.

Competitors felt continuous.

Leading marketplaces kept site and product visually continuous so signing up felt like staying, not leaving.

Those findings shaped a new sitemap: add pages where trust was missing and redesign where engagement was low.

The proposed site map

Alignment

Mapping the end-to-end journey revealed two disconnected hiring systems. Project cards routed candidates out to Greenhouse (which the company planned to retire), while other paths led into product sign-up. I partnered with the Meridial product designer to align every entry point into the product so the handoff would hold once Greenhouse was gone.

Two disconnected hiring paths
The website’s flows

Key decisions and trade-offs

Three decisions shaped how the trust signals, pages, and system fit together.

Brand tokens

Blend both brands into one identity

I paired Invisible’s palette with the product’s components and used Figma Weave to create imagery of professionals so candidates could see themselves in the role.

Trade-off: Not a pure copy of either brand. The blend is what makes the website and sign-up feel like one continuous place.

Now recruiting

Projects for
every skill set.

Whether you hold deep credentials or broad capabilities, there's meaningful AI work for you.

Language & linguistics
Sciences
Business & professions
Engineering & technology
Coding
Medical & healthcare
Finance & mathematics
Creative & multimedia

Language & linguistics

Translate, annotate, and evaluate AI outputs across 120+ languages — from syntax analysis to cross-cultural nuance review.

Sciences

Apply scientific expertise to validate research, annotate datasets, and evaluate AI performance in specialized domains.

Business & professions

Bring your professional knowledge to evaluate business scenarios, strategies, and AI reasoning in corporate contexts.

Engineering & technology

Validate technical content, review AI-generated code and engineering outputs, and define quality standards for technical domains.

Coding

Write, review, and evaluate code across languages and frameworks. Help AI learn to build better software.

Medical & healthcare

Apply clinical expertise to evaluate medical AI outputs, annotate health data, and ensure AI meets clinical standards.

Finance & mathematics

Evaluate financial models, validate quantitative reasoning, and ensure AI meets the precision standards of financial domains.

Creative & multimedia

Review and evaluate creative AI outputs — writing, design, media — and help define what good creative work looks like.

Consolidate eight domain pages into one interactive component

“AI training” means little until an Expert can see where they fit. I built an interactive component showing the eight domains we recruit for, used on the home and Become an Expert pages.

Trade-off: Hiring shifted from specialists to generalists, so the specialized pages were cut in favor of one overview.

Now recruiting

Projects for
every skill set.

Whether you hold deep credentials or broad capabilities, there's meaningful AI work for you.

Language & linguistics
Sciences
Business & professions
Engineering & technology
Coding
Medical & healthcare
Finance & mathematics
Creative & multimedia

Language & linguistics

Translate, annotate, and evaluate AI outputs across 120+ languages — from syntax analysis to cross-cultural nuance review.

Sciences

Apply scientific expertise to validate research, annotate datasets, and evaluate AI performance in specialized domains.

Business & professions

Bring your professional knowledge to evaluate business scenarios, strategies, and AI reasoning in corporate contexts.

Engineering & technology

Validate technical content, review AI-generated code and engineering outputs, and define quality standards for technical domains.

Coding

Write, review, and evaluate code across languages and frameworks. Help AI learn to build better software.

Medical & healthcare

Apply clinical expertise to evaluate medical AI outputs, annotate health data, and ensure AI meets clinical standards.

Finance & mathematics

Evaluate financial models, validate quantitative reasoning, and ensure AI meets the precision standards of financial domains.

Creative & multimedia

Review and evaluate creative AI outputs — writing, design, media — and help define what good creative work looks like.

Brand tokens

Build with flexible components so the team could run the site without a designer

I traded custom layouts for a system Marketing and Hiring could update and scale for campaigns. Legal was still approving what we could say publicly, so I made every card and layout flexible for text and icon edits rather than locking anything down.

Trade-off: Fewer custom page layouts in exchange for faster updates. Legal’s later edits went live without a single layout change.

Final design

A front door rebuilt around trust: proof on every page, a clear path from first click to sign-up, and one visual system spanning website and product.

Clearer value proposition, trust signals (scale, labs, completed tasks) above the fold, and a primary path that leads toward joining.

The redesigned Meridial homepage, full page

Paths into the product

Two flows that keep context and reduce uncertainty once someone decides to engage.

Joining the network

Nav and CTAs across the site lead to one general sign-up. The page pairs the website’s branding and proof points with the product’s sign-up card, so joining feels like staying in one place rather than leaving for something else.

Work at the frontier.
On your terms.

We're looking for sharp minds across every domain. Join the global remote network powering the world's most innovative companies.

APPLY NOW
1M+
completed tasks
120+
languages
120+
countries
80%
of leading AI models trained

Trusted by

AI21 Labs
AmFam
Ashley FDE
AWS
Charlotte Hornets
Cohere
AI21 Labs
AmFam
Ashley FDE
AWS
Charlotte Hornets
Cohere
JOIN THE MERIDIAL NETWORK

Join a global marketplace
of experts powering the
next generation of AI models.

80%

of leading AI models trained

35K+

Active experts

120+

Countries

700+

Open projects

© 2026 Invisible Technologies Inc. All rights reserved.

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Or
Personal email *
Example@email.com
Your data is secure and never shared without permission.

Applying to a project

Project cards open the full role details, with the Apply card pinned beside them as you read. Applying carries those details into the product’s sign-up so they stay in view across the handoff.

Trusted by

AI21 Labs
AmFam
Ashley FDE
AWS
Charlotte Hornets
Cohere
AI21 Labs
AmFam
Ashley FDE
AWS
Charlotte Hornets
Cohere
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World Wide - Remote

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Projects / Language & Linguistics

English Language Specialist(US Only)

$16 - $34 / hr•United States - Remote•4 days ago
APPLYREFER THIS PROJECT
2:00

What is Meridial?

Meridial is a talent marketplace specialized for AI training projects. Learn how experts contribute to the future of AI.

See what experts have to say12+Applied this month

What you will do

We are looking for analytical, detail-oriented professionals to join our AI training project. In this role, you will be the primary feedback loop that teaches large language models how to communicate with nuance, accuracy, and safety. Your goal is to bridge the gap between technically correct and genuinely useful responses.

Basic qualifications

  • Professional experience in language & linguistics
  • Fluent written and spoken English
  • Strong analytical and written communication skills
  • Ability to work independently and follow detailed task guidelines

Key responsibilities

  • Evaluate multiple AI-generated outputs using project-specific rubrics.
  • Write clear, domain-informed feedback to help models improve.
READ MORE

How to become an AI trainer

0/3 steps
Set up your profileOne-time onboarding steps
Get compliantThis verification takes approx. 15 mins
Start trainingSign your Statement of Work and begin your first task.

Rates

ServiceGeneralist feeAdvanced feeExpert fee
Trainer$16.00/hr$21.00/hr$28.00/hr
Reviewer$18.00/hr$26.00/hr$34.00/hr

Current and preferred terms

  • • You may work remotely and choose your own schedule.
  • • This is an independent contractor project with flexible hours.
  • • Availability may vary based on project demand and quality review.
  • • Rates and final terms are confirmed before you begin.

Apply

Start your journey to finding your next amazing work opportunity.*

APPLYREFER THIS PROJECT

* Work on Meridial is project-based and carried out as an independent contractor. Rates are confirmed before you begin and payments are issued directly. You are responsible for your own tax obligations.

JOIN THE MERIDIAL NETWORK
Meridial by Invisible
Projects / Language & Linguistics

Apply to English Language Specialist (US Only)

$16 - $34 / hr•United States - Remote•4 days ago
2:00

What is Meridial?

Meridial is a talent marketplace specialized for AI training projects. Learn how experts contribute to the future of AI.

See what experts have to say12+Applied this month

What you will do

We are looking for analytical, detail-oriented professionals to join our AI training project. In this role, you will be the primary feedback loop that teaches large language models how to communicate with nuance, accuracy, and safety. Your goal is to bridge the gap between technically correct and genuinely useful responses.

Basic qualifications

  • Professional experience in language & linguistics
  • Fluent written and spoken English
  • Strong analytical and written communication skills
  • Ability to work independently and follow detailed task guidelines

Key responsibilities

  • Evaluate multiple AI-generated outputs using project-specific rubrics.
  • Write clear, domain-informed feedback to help models improve.
READ MORE

Join or log in to continue your application.

Continue with Google
Continue with LinkedIn
Or
Personal email *
Example@email.com
Your data is secure and never shared without permission.

Projects page

Rebuilt so project cards match the product and read distinctly from other card types. “Featured” became a tag. Applying now carries the role details into sign-up.

The Meridial projects page before the redesign (left) and after (right)

New trust pages

About answers “is this real?” with Invisible’s Expert Network, the labs, and the scale. Become an Expert covers what the work pays, who qualifies, and how to start.

The new Meridial About page
The new Become an Expert page

Outcome

The site is now live and shipped largely as designed. The component system and website-to-product handoff held up under Legal review, so the team could scale campaigns without further layout changes. I left the company shortly before public launch, so I didn’t see the live numbers. These are the benchmarks I would have tracked.

Post-launch benchmarks

Sign-up conversion

Are more Experts joining?

Sign-up conversion

Are more Experts joining?

Scroll depth (from 30%)

Are visitors viewing more than 1/3 of a page?

Scroll depth (from 30%)

Are visitors viewing more than 1/3 of a page?

Pages per visit (from 1.45)

Are the other pages receiving traffic?

Pages per visit (from 1.45)

Are the other pages receiving traffic?

Reflection

What I’d carry forward

A website can signal trust; only the product can keep it.

The redesign addressed the credibility gap on the marketing site and created a continuous path into sign-up. The next step would have been interviewing new Experts to see whether the redesign changed how credible Meridial felt once they were inside the product.

Prototype in code to close the design-to-dev gap.

QA took multiple rounds to match the spec. Next time I would hand Development a working prototype. I later rebuilt the site in Replit, which confirmed how much tighter the handoff could have been with a coded reference.

I built the components for two new internal apps, starting with the resume reviewer’s candidate table, then helped audit and rebuild the shared design system so five products could stay consistent.

Reviewer
HomePositionsCandidatesScreeningMy Referrals
Search by Candidate ID(s)Send Feedback
Software Engineer, Trading SystemsReady for Recruiter Review1520336220846137
Previous10 of 21211 of 212Next
Candidates for Review212 Candidates
There are 2 candidates in the queue for 10 days.
IDYOETech ScoreResumeDraft Decision
35104852696.4Send to RR
10495722794.1Send to RR
62847193998.2Send to RR
18475026592.7Send to RR
901638471291.3Send to RR
347019281495.8Send to RR
71059384890.6Send to RR
26183759478.4Pass
58924017574.9Pass
15203362694.6
208461371093.5Send to RR
157384921097.1
47062951789.4
69281734891.9
92047163485.7
38510692692.2
473906151296.9
882574611295.3
749261031488.9
216849371186.2
67348521987.6
13649258583.8
95738104690.1
42816739888.3
772936501093.0
61485927784.5
369701821394.9
83051946991.4
19634805886.8
538210961097.6
48539085682.1
23523561489.9
24195405592.5
10345832380.7
15435236787.2
29354566990.9
704182531193.8
56902714885.1
Publish (9)Publish (10)
FilesApplication History (4)Additional Candidate Information
ResumeCover LetterWriting SampleInformation SheetOther
1/ 1170%

Skills

Languages: C++, Python, Go, Java

Tools: Git, Docker, Kubernetes, AWS, Bazel

Frameworks: Spring, React, Node.js, gRPC

Experience Areas: Distributed systems, Low-latency systems, Market data processing

Education

Ashcombe Institute of TechnologyAug 2014 – May 2018
B.S. COMPUTER SCIENCE, SUMMA CUM LAUDE
  • ACM ICPC Regional Finalist, 2017
  • Teaching Assistant, Advanced Algorithms

Experience

Larkfield SystemsMountain View, CA
SOFTWARE ENGINEERJun 2018 – Present
  • Designed and shipped a core service processing real-time market data at over 2M messages per second, reducing p99 latency by 40%.
  • Led a cross-team initiative to migrate legacy infrastructure to a distributed microservice architecture.
  • Mentored three incoming engineers and led onboarding for the team’s internal tooling.
  • Filed one internal patent for a caching optimization technique adopted across two product areas.
Fen & Rowe SystemsPalo Alto, CA
SOFTWARE ENGINEERJun 2018 – May 2020
  • Built and maintained backend services for a real-time inventory platform used by 200+ retail partners.
  • Improved deployment pipeline reliability, reducing failed releases by 25%.
Halcyon RoboticsSan Francisco, CA
SOFTWARE ENGINEERING INTERNMay 2017 – Aug 2017
  • Built a real-time telemetry pipeline processing sensor data from autonomous test vehicles.
  • Presented findings to senior engineering leadership; recommendations were adopted into the production roadmap.

Projects

  • Open-source contributor to a columnar storage engine: vectorized two aggregation paths.
  • Wrote a deterministic simulator for testing consensus protocols under network partitions.
Review Later
PassAdvance
Prep for RR
Send to RR
On Hold for Resume Review
Show more statuses
Other
Screening for: Software Engineer, Trading Systems
Candidate InformationAdd Tag
ID
15203362
Source
Sourcing Campaign
Tech Score
94.6
Years of Experience
6
AI Summary
This candidate combines strong academic credentials with high-impact engineering work at scale: leading a latency-critical migration and shipping a patented optimization within the first two years on the job signals both technical depth and unusual trust from senior stakeholders early in a career.
InfoSheet Highlights and Other Information

Lines of Code: 35K C++ / 20K Python / 15K Go / 8K Java

Google Scholar: Unavailable

GitHub: Link

Patents:
  • "Method and System for Adaptive Cache Optimization in Distributed Services," filed 2023.
Comments
Select Reason
Type message...
EditSave

I built the components for two new internal apps, starting with the resume reviewer’s candidate table, then helped audit and rebuild the shared design system so five products could stay consistent.

Reviewer
HomePositionsCandidatesScreeningMy Referrals
Search by Candidate ID(s)Send Feedback
Software Engineer, Trading SystemsReady for Recruiter Review1520336220846137
Previous10 of 21211 of 212Next
Candidates for Review212 Candidates
There are 2 candidates in the queue for 10 days.
IDYOETech ScoreResumeDraft Decision
35104852696.4Send to RR
10495722794.1Send to RR
62847193998.2Send to RR
18475026592.7Send to RR
901638471291.3Send to RR
347019281495.8Send to RR
71059384890.6Send to RR
26183759478.4Pass
58924017574.9Pass
15203362694.6
208461371093.5Send to RR
157384921097.1
47062951789.4
69281734891.9
92047163485.7
38510692692.2
473906151296.9
882574611295.3
749261031488.9
216849371186.2
67348521987.6
13649258583.8
95738104690.1
42816739888.3
772936501093.0
61485927784.5
369701821394.9
83051946991.4
19634805886.8
538210961097.6
48539085682.1
23523561489.9
24195405592.5
10345832380.7
15435236787.2
29354566990.9
704182531193.8
56902714885.1
Publish (9)Publish (10)
FilesApplication History (4)Additional Candidate Information
ResumeCover LetterWriting SampleInformation SheetOther
1/ 1170%

Skills

Languages: C++, Python, Go, Java

Tools: Git, Docker, Kubernetes, AWS, Bazel

Frameworks: Spring, React, Node.js, gRPC

Experience Areas: Distributed systems, Low-latency systems, Market data processing

Education

Ashcombe Institute of TechnologyAug 2014 – May 2018
B.S. COMPUTER SCIENCE, SUMMA CUM LAUDE
  • ACM ICPC Regional Finalist, 2017
  • Teaching Assistant, Advanced Algorithms

Experience

Larkfield SystemsMountain View, CA
SOFTWARE ENGINEERJun 2018 – Present
  • Designed and shipped a core service processing real-time market data at over 2M messages per second, reducing p99 latency by 40%.
  • Led a cross-team initiative to migrate legacy infrastructure to a distributed microservice architecture.
  • Mentored three incoming engineers and led onboarding for the team’s internal tooling.
  • Filed one internal patent for a caching optimization technique adopted across two product areas.
Fen & Rowe SystemsPalo Alto, CA
SOFTWARE ENGINEERJun 2018 – May 2020
  • Built and maintained backend services for a real-time inventory platform used by 200+ retail partners.
  • Improved deployment pipeline reliability, reducing failed releases by 25%.
Halcyon RoboticsSan Francisco, CA
SOFTWARE ENGINEERING INTERNMay 2017 – Aug 2017
  • Built a real-time telemetry pipeline processing sensor data from autonomous test vehicles.
  • Presented findings to senior engineering leadership; recommendations were adopted into the production roadmap.

Projects

  • Open-source contributor to a columnar storage engine: vectorized two aggregation paths.
  • Wrote a deterministic simulator for testing consensus protocols under network partitions.
Review Later
PassAdvance
Prep for RR
Send to RR
On Hold for Resume Review
Show more statuses
Other
Screening for: Software Engineer, Trading Systems
Candidate InformationAdd Tag
ID
15203362
Source
Sourcing Campaign
Tech Score
94.6
Years of Experience
6
AI Summary
This candidate combines strong academic credentials with high-impact engineering work at scale: leading a latency-critical migration and shipping a patented optimization within the first two years on the job signals both technical depth and unusual trust from senior stakeholders early in a career.
InfoSheet Highlights and Other Information

Lines of Code: 35K C++ / 20K Python / 15K Go / 8K Java

Google Scholar: Unavailable

GitHub: Link

Patents:
  • "Method and System for Adaptive Cache Optimization in Distributed Services," filed 2023.
Comments
Select Reason
Type message...
EditSave

I built the components for two new internal apps, starting with the resume reviewer’s candidate table, then helped audit and rebuild the shared design system so five products could stay consistent.

Reviewer
HomePositionsCandidatesScreeningMy Referrals
Search by Candidate ID(s)Send Feedback
Software Engineer, Trading SystemsReady for Recruiter Review1520336220846137
Previous10 of 21211 of 212Next
Candidates for Review212 Candidates
There are 2 candidates in the queue for 10 days.
IDYOETech ScoreResumeDraft Decision
35104852696.4Send to RR
10495722794.1Send to RR
62847193998.2Send to RR
18475026592.7Send to RR
901638471291.3Send to RR
347019281495.8Send to RR
71059384890.6Send to RR
26183759478.4Pass
58924017574.9Pass
15203362694.6
208461371093.5Send to RR
157384921097.1
47062951789.4
69281734891.9
92047163485.7
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Publish (9)Publish (10)
FilesApplication History (4)Additional Candidate Information
ResumeCover LetterWriting SampleInformation SheetOther
1/ 1170%

Skills

Languages: C++, Python, Go, Java

Tools: Git, Docker, Kubernetes, AWS, Bazel

Frameworks: Spring, React, Node.js, gRPC

Experience Areas: Distributed systems, Low-latency systems, Market data processing

Education

Ashcombe Institute of TechnologyAug 2014 – May 2018
B.S. COMPUTER SCIENCE, SUMMA CUM LAUDE
  • ACM ICPC Regional Finalist, 2017
  • Teaching Assistant, Advanced Algorithms

Experience

Larkfield SystemsMountain View, CA
SOFTWARE ENGINEERJun 2018 – Present
  • Designed and shipped a core service processing real-time market data at over 2M messages per second, reducing p99 latency by 40%.
  • Led a cross-team initiative to migrate legacy infrastructure to a distributed microservice architecture.
  • Mentored three incoming engineers and led onboarding for the team’s internal tooling.
  • Filed one internal patent for a caching optimization technique adopted across two product areas.
Fen & Rowe SystemsPalo Alto, CA
SOFTWARE ENGINEERJun 2018 – May 2020
  • Built and maintained backend services for a real-time inventory platform used by 200+ retail partners.
  • Improved deployment pipeline reliability, reducing failed releases by 25%.
Halcyon RoboticsSan Francisco, CA
SOFTWARE ENGINEERING INTERNMay 2017 – Aug 2017
  • Built a real-time telemetry pipeline processing sensor data from autonomous test vehicles.
  • Presented findings to senior engineering leadership; recommendations were adopted into the production roadmap.

Projects

  • Open-source contributor to a columnar storage engine: vectorized two aggregation paths.
  • Wrote a deterministic simulator for testing consensus protocols under network partitions.
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Screening for: Software Engineer, Trading Systems
Candidate InformationAdd Tag
ID
15203362
Source
Sourcing Campaign
Tech Score
94.6
Years of Experience
6
AI Summary
This candidate combines strong academic credentials with high-impact engineering work at scale: leading a latency-critical migration and shipping a patented optimization within the first two years on the job signals both technical depth and unusual trust from senior stakeholders early in a career.
InfoSheet Highlights and Other Information

Lines of Code: 35K C++ / 20K Python / 15K Go / 8K Java

Google Scholar: Unavailable

GitHub: Link

Patents:
  • "Method and System for Adaptive Cache Optimization in Distributed Services," filed 2023.
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