Gaurav Pandey
Gaurav Pandey

Gaurav Pandey

AI-led product engineer

Founding engineer at Thera (YC S22), building the fintech that 500+ companies run payroll and treasury on. Earlier: healthcare and trading systems. On the side I ship my own products and open-source AI tools.

About

I build software that real money and real people depend on. Right now that is Thera (YC S22), where I am a founding engineer on a fintech platform that runs payroll, treasury, and compliance for more than 500 companies. I joined early and helped take it from zero to $2M in ARR. I look for problems where a bug has a real-world cost, not a cosmetic one. Before Thera that meant healthcare and trading systems, where the number on the screen is someone's salary, treatment, or trade. On the side I ship my own products: DeskWell for desk wellness, Tweloc for goals and productivity, and a handful of open-source AI developer tools. I started out in physics in Patna, and I still work like a physicist, cutting a messy problem down to the few variables that actually move it.

Core Competencies

  • Full-stack Product Engineering
  • System Architecture & Design
  • Technical Leadership
  • Frontend Development (React / Next.js)
  • API Design & Backend Services
  • 0-to-1 Product Delivery

Skills & Expertise

The stack I reach for. Most of it is what Thera and my own products run on.

TypeScript / JavaScript
React / Next.js
Node.js
Kotlin
Tailwind CSS, SASS / SCSS
AWS / Vercel / Cloudflare
DynamoDB / MongoDB
REST APIs / GraphQL

Experience

Where I have worked, most recent first. Mostly fintech and healthcare, plus a few of my own companies.

  • 2023 - Present

    Founding Engineer

    Thera (YC S22) · Remote

    The first engineering hire at Thera. I own the frontend for the payroll, treasury, and compliance platform, and keep type-safe contracts between the TypeScript app and the Kotlin services. We took it from zero to $2M ARR and more than 500 companies.

    Impact

    • Built and own the frontend for Thera's payroll, treasury and compliance platform from the first commit, with type-safe contracts against the Kotlin services so a schema change cannot silently break the UI.
    • Reworked the DynamoDB access patterns behind the platform with global secondary indexes, cutting API latency and lifting throughput by more than 60%.
    • Cut AWS and Rutter (QuickBooks sync) spend by 50% by reshaping how the platform queries and syncs accounting data.
    • Integrated the financial partners the product runs on: Monite and Mercoa for AP/AR, Treasury Prime for banking, Cash App and Bridge (Stripe) for wallets, and Check for US W-2 payroll.
    • Shipped Contractor Pro, the contractor compliance line, covering onboarding, classification and payout workflows.
    • Introduced platform observability with Sentry and later Datadog, and migrated deployments from Netlify to Vercel.

    Scale: Growth: 0 to $2M ARR · Adoption: 500+ global companies running payroll monthly

    Next.jsTypeScriptTailwindReactKotlinAWSVercelSentryDatadogDynamoDBRetool
  • 2022

    Software Engineer

    Medblocks · Bengaluru (Remote)

    Worked on ABDM integrations (Govt. of India health initiative) and contributed to GitOps/DevOps at Medblocks.

    Impact

    • Implemented ABDM (Ayushman Bharat Digital Mission) integrations enabling healthcare interoperability across partner hospitals and clinics.
    • Contributed to GitOps and DevOps: managed Kubernetes deployments and Docker workflows, streamlining deployment cycles.

    Scale: Org: 11-50 employees · HealthID integration with 5+ partners

    node.jskubernetesgitopssveltepythondockerredis
  • 2022

    Product Engineer (Freelance)

    Freelance / Personal Projects · Remote

    Built mobile MVPs and dashboards for fintech and healthcare clients while freelancing.

    Impact

    • Built 2 mobile apps (React Native) for fintech and healthcare clients, delivering from concept to App Store/Play Store.
    • Shipped an MVP personal finance management app using RBI Account Aggregator APIs (Open Banking), enabling users to aggregate multiple bank accounts into a single dashboard.
    React NativeNode.jsPythonNext.js
  • 2021 - 2022

    Founder

    Oculiv · India

    Founded and built Oculiv, a real-time collaboration tool for healthcare teams: video and secure data sharing. Ran a two-month pilot with three hospitals, then hit data interoperability and adoption walls and wound it down.

    Impact

    • Built a real-time healthcare collaboration platform from scratch (Next.js, Node.js, AWS) supporting video conferencing and secure data sharing for medical professionals.
    • Owned the entire product lifecycle as solo technical founder: research, design, architecture, development, and deployment.
    • Ran a successful 2-month pilot with 3 hospitals in Delhi NCR and Patna.

    Scale: Pilot: 3 hospitals over 2 months · Solo technical founder: 0-to-1 product delivery

    next.jsawsnode.jsjava
  • 2021

    Senior Software Engineer

    Clipboard Health (YC W17) · Remote (California, USA)

    Full-stack engineer on a healthcare staffing platform. Shipped features across its web and mobile apps and the Node services behind them.

    Impact

    • Shipped full-stack features across the web and mobile apps (React, Next.js, Ionic) against Node.js and MongoDB services.
    • Integrated Stripe to move payments for healthcare staffing shifts.
    • Built and owned the production monitoring dashboards (Grafana, Papertrail, New Relic) used to catch incidents.

    Scale: Unicorn startup (valued at $1.3B) · Org: 500-1000 employees

    React.jsNext.jsIonicNode.jsMongoDBHerokuJenkinsGrafanaNew Relic
  • 2019 - 2021

    Front-end Architect

    AccessGate Labs · Mumbai, India

    Frontend architect for client builds: a revenue-based-financing platform (Aavejak) and internal trading dashboards for CrossTower.

    Impact

    • Single-handedly architected and built the Aavejak platform (website + 3 dashboards: Admin, Investor, Startups) using Next.js + TypeScript.
    • Built CrossTower exchange internal dashboards visualizing real-time trade data and trading pairs.
    • Established a shared component library and design system used across all platforms, accelerating feature development.
    • Implemented CI/CD with GitHub Actions for serverless applications.

    Scale: Platforms: 3 websites + 4 dashboards (sole frontend engineer) · Delivery: end-to-end architecture to deployment

    Next.jsTypeScriptReduxServerlessPWAGitHub Actions
  • 2019

    Frontend & Product

    The Confront · India

    Prototyped an independent news site with a timeline-based reading view, built the site, and ran a crowdfunding campaign for it.

    Impact

    • Designed and prototyped an investigative journalism platform with interactive storytelling tools and a timeline-based news experience.
    • Developed the website and ran a crowdfunding campaign.
    ReactNode.jsUI/UX
  • 2018 - 2019

    Full-stack Developer (Front-end heavy)

    Yellow Slice · Mumbai, India

    Developed front-ends and websites for Yellow Slice clientele and mentored junior developers and interns.

    Impact

    • Built marketing and product websites for the agency's clients, matching the designs closely and wiring up the interactions.
    • Implemented WebGL/Three.js, GSAP, and ScrollMagic animations for client marketing campaigns.
    • Mentored junior developers and interns, establishing frontend best practices and code review processes.
    PhpHTML/CSS/JSMySQLThree.jsGSAPScrollMagic
  • 2017

    UI/UX Research & Epilen Talent

    Epilen HealthCare · India

    Designed screens for Patient & Doctor Android applications. Handled branding and talent acquisition.

    Impact

    • Designed screens for Patient and Doctor Android applications, establishing the product's visual identity and interaction patterns.
    • Led branding efforts and talent acquisition.
    UI/UX DesignAndroid DesignBranding
  • 2016

    Co-Founder

    Larnic · India

    An online platform connecting students and experts. Qualified for NASSCOM 10,000 Startups screening.

    Impact

    • Built the MVP for an ed-tech platform connecting students with experts.
    • Qualified for NASSCOM 10,000 Startups screening.

    Scale: NASSCOM 10,000 Startups qualifier

    Vanilla Javascript / JQueryHTMLC / CSSWordpressPhPMySQL

Selected Projects

Work at Thera, products I ship on my own, and open-source tools.

Education

  • 2013 - 2016

    B.Sc. Physics Honors

    Patna Science College, Patna University

    Graduated with Honors in Physics. Conducted research in General Relativity and Cosmology.

Publications

Building where the cost of a bug is real?

I take products to production and scale the platforms real money depends on. If that's the problem you're hiring for, let's talk.