Samyak Jain
Building AI systems that predict, decide, and act | RAG • Agents • ML | L1 → AI Engineer in public
- Role
- Full Stack Engineer at Coforge
- Location
- Ghaziabad, UP, IN
- LinkedIn followers
- 500 followers
About Samyak Jain
I learn backend engineering from first principles.Not copying boilerplate. Not prompting AI until something works. Actually understanding why every layer exists — how a request moves through FastAPI, how PostgreSQL handles transactions, what breaks under real load.That foundation is what led me to build ProdScan.I reviewed an AI-generated fintech app recently. Nine months of work. Never reached production. Exposed Supabase keys in GitHub. Broken Stripe webhooks. No RLS configured — every user could read every other user\'s data. No tests. No CI/CD.The founder had no idea.This is the gap AI tools create. They build fast. But fast is not the same as secure. And security is not their job.It is mine.I built ProdScan to solve this — a security audit service specifically for apps built with Lovable, Bolt, Cursor, and Replit. Every audit runs against the ProdScan 10 framework — 10 critical security checks — and produces a score out of 100. Apps that score 90+ get the ProdScan Certified badge.What I have found across every AI-generated codebase I have reviewed — API keys exposed in git history— Supabase RLS not configured— Stripe webhooks with no signature verification— No rate limiting on any endpoint— Stack traces returning raw to the client— Zero observability in productionNone of this is the founder\'s fault. AI tools are not built to think about security. That requires a human who understands systems, failure modes, and what actually breaks when real users show up.I am that human-On the engineering side — I build backend systems with Python, FastAPI, and PostgreSQL. CS background combined with self-taught systems thinking. I care about understanding why things work, not just making them work.I am early in my career and actively looking for backend engineering roles where I can go deep, think in systems, and grow fast alongside a strong team.Open to full-time backend roles. Let\'s talk — j••••••••@gmail.com
Experience
Full Stack Engineer
Nov 2023 — Present · Pune, IN
Developed and maintained automation test scripts using Cypress, enhancing testing efficiency and reliability.Led the design and implementation of a Cypress-based automation framework, ensuring seamless application integration with a plug-and-play model to minimize setup time.Collaborated with development teams to identify, troubleshoot, and resolve bugs, ensuring high-quality deliverables.Automated end-to-end test scenarios, reducing testing time by up to 50% and eliminating the need for manual QA efforts.Actively contributed to daily stand-ups, sprint planning, and code reviews within an Agile team.Integrated the Cypress framework with Jenkins for continuous integration (CI), enabling automated testing on every commit and improving regression testing accuracy.Gained hands-on experience in JavaScript and Node.js by debugging and extending automation scripts.Wrote clean, optimized, and maintainable test scripts, improving performance and reducing execution time by 30%.
Education
MOTION INSTITUTE HOWRAH
JEE Preparation
KIET Group of Institutions
B.Tech, Computer Science and Information Technology
Vidya Sagar School Baraut - India
Secondary , Science and Mathematics
Gurukul International School Jiwana - India
Senior Secondary , Mathematics and Science (PCM)
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