Rohit Rai
@rohitrai2
Generative AI engineer shipping production LLM systems — agents, RAG, evals — on a senior React/React Native full-stack foundation.
What I'm looking for
I'm a generative AI engineer with a senior full-stack foundation — I build LLM systems that hold up in production, backed by 5+ years of shipping mobile and web applications.
On the AI side, I've built two production-grade systems end-to-end: a RAG platform live on Hugging Face (semantic chunking, ChromaDB embeddings, structured KPI extraction with JSON-schema validation, per-request cost/latency observability, and an LLM-as-judge evaluation harness that gates CI against hallucination regressions), and an autonomous agentic pipeline (multi-step tool use with Playwright and a vision LLM, built around a fault-tolerant multi-provider LLM router with automatic failover). I'm Anthropic Skilljar-certified in Claude Code and build with agentic workflows daily.
Before AI, I spent years as a Senior React Native / React.js engineer — rescuing a non-functional production codebase for an on-site business client, shipping apps used daily across three departments, integrating Stripe/PayPal payments, and building EAS + OTA release pipelines. That's where I learned to translate messy stakeholder requirements into shipped software.
I'm targeting Generative AI, Applied AI, and senior full-stack/React Native roles where LLM skills add leverage. Open to Mumbai, Bangalore, Pune, or remote.
GitHub: github.com/rohit-rai-0101rm
Experience
Work history, roles, and key accomplishments
React.js and React Native Developer
Binnys Jewellery Pvt Ltd
Sep 2025 - May 2026 (8 months)
Rescued a non-functional React Native codebase and restored it to stable production, unblocking 50+ daily staff members. Architected EAS/OTA pipelines, delivered order/inventory and barcode/QR scanning apps across departments, and mentored junior developers to improve PR standards.
React.js and React Native Engineer
FXCareers
Feb 2023 - May 2025 (2 years 3 months)
Architected and launched FxSignals and Yamarkets Academy, integrating Stripe and PayPal payments for 500+ users. Built a GitHub Actions-based CI/CD pipeline, implemented FCM push notifications, and translated 20+ Figma wireframes into pixel-perfect React Native and React.js components.
React.js and React Native Developer
Dignifyd Digital Solutions
Jun 2021 - Jan 2023 (1 year 7 months)
Delivered a cross-platform Android application and responsive web product end-to-end, implementing Redux across authentication, content delivery, and payment flows. Transformed Figma mockups into reusable React Native components and optimized rendering performance to reduce unnecessary re-renders by 45%.
Executed 200+ functional and regression test cases and developed 15 automated Tosca modules. Reduced manual QA effort by 60% through automation.
Education
Degrees, certifications, and relevant coursework
Anthropic Skilljar
Certification, Claude Code Development
Completed Claude Code development certification via Anthropic Skilljar in 2026.
KIIT University
Bachelor of Technology, Computer Science
2016 - 2020
Bachelor of Technology in Computer Science from KIIT University, Bhubaneswar, completed between 2016 and 2020.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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