Abhinav Ayush
@abhinavayush
Founding Engineer and full-stack developer building AI-powered platforms—shipping from zero to revenue-ready systems.
IndiaWhat I'm looking for
I’m a founding engineer and full-stack developer with 5+ years of experience building production systems end-to-end—from zero-to-one engineering through scaling. I thrive where product, architecture, and execution need to move together fast.
At Tryflume.ai, I was the sole technical founding member during the Hf0 residency, provisioning GCP infrastructure, designing relational data models, and setting up CI/CD to ship the initial platform that helped secure $3M+ in pre-seed funding. I also architected a multimodal search engine over 200GB+ of supplier data, reaching NDCG 90%+ using a Gemini-based custom reranker.
I engineered automated acquisition and ETL across 4,000+ suppliers with headless scraping (Browserbase, Playwright) and Gemini Vision to convert PDFs into a “vectorless RAG” schema. On the product side, I led frontend architecture across five React/TypeScript applications, established a shared component library/design system, and cut quote turnaround from days to hours by building the core sourcing engine with FastAPI and PostgreSQL.
Previously, as SDE2 at American Express and SDE1 at BrightMoney, I led frontend and backend work on compliance tools, real-time query experiences, integrations using Plaid, and high-volume data aggregation with FastAPI and caching. I’m energized by roles where I can own architecture, ship reliably, and apply modern AI/search to real customer workflows.
Experience
Work history, roles, and key accomplishments
Sr. Founding Engineer
Tryflume.ai
Oct 2024 - Present (1 year 8 months)
Drove zero-to-one engineering as sole founding member, provisioning GCP infrastructure, CI/CD, and delivering an initial platform that helped secure $3M+ in pre-seed funding. Built a multimodal supplier search engine (NDCG 90%+) and automated ETL across 4,000+ suppliers while improving commercial workflows by reducing quote turnaround from days to hours.
Led frontend architecture for the Corporate Transaction Compliance Tool using micro-frontends to audit high-volume corporate card transactions. Built a visual query compiler for nested filters with live previews and implemented backend aggregation in Python/FastAPI with Redis-based caching and anomaly-detection integration.
SDE 1
BrightMoney
Jan 2022 - Aug 2022 (7 months)
Engineered the Bright Search account linking mechanism by integrating Plaid SDK across React Native and web to improve linking success rates. Built the CBW Bank integration and expanded financial product eligibility from 15 to all 50 US states.
UI Mobile Developer
OneDirect (GupShup)
Sep 2021 - Jan 2022 (4 months)
Developed native iOS and Android SDKs from scratch to integrate enterprise feedback services, deploying custom rating mechanisms to 500+ organizations. Built and led the core React Native application, including a reusable UI component library and a custom push notification system.
Education
Degrees, certifications, and relevant coursework
Nitte Meenakshi Institute of Technology
Bachelor of Engineering
Grade: 9.0 CGPA
Completed a B.E. at Nitte Meenakshi Institute of Technology in Bangalore, graduating in 2021. Achieved a CGPA of 9.0.
Delhi Public School, Bhilai
Higher Secondary (Class XII, CBSE)
Grade: 84.80%
Completed CBSE Class XII at Delhi Public School, Bhilai in 2017. Scored 84.80%.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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