2nd year CS undergrad at Scaler School of Technology (BITS Pilani affiliated). I build AI agents, autonomous systems, and real-world products — from idea to deployed code.
I'm Thrishal — a 2nd year CS undergrad at Scaler School of Technology (BITS Pilani affiliated), building at the crossroads of AI agents, startup engineering, and distributed systems.
I don't just prototype — I ship. From autonomous revenue intelligence agents to multilingual legal AI for rural India, my projects solve real problems with real tech. I've been freelancing since 2024 and am currently an active Girl Script Summer of Code contributor (May 2026–present).
During COVID, I taught programming to 20+ students online — because the best way to solidify what you know is to teach it. I've competed in 6+ hackathons, placing in the top 5 and top 10 in two of them.
Real problems. Real code. Deployed and shipped.
Autonomous AI revenue intelligence agent that detects hidden financial leakage across your entire SaaS stack — Stripe, HubSpot, Mixpanel, Intercom. Uses the Coral Model Context Protocol to execute real-time federated SQL directly against live APIs. No brittle ETL, no stale dashboards. Powered by Groq Llama-3 70B reasoning with a CLI + Next.js dashboard.
Multilingual AI legal assistant for rural India. Analyzes PDF contracts, land agreements, and employment docs with OCR + Llama-3 — flagging DANGEROUS, SUSPICIOUS, and UNFAIR clauses with precise Indian Act citations. Supports 22 scheduled Indian languages with text-to-speech auditory output.
AI-powered scholarship discovery and application assistant. Helps students find relevant scholarships, understand eligibility criteria, and draft application materials — making financial aid more accessible through intelligent search and personalized guidance.
An AI agent training environment for automated email triage. Provides a structured sandbox where agents learn to classify, prioritize, and route emails — a benchmarking and training ground for real-world autonomous inbox management systems.
Building, teaching, contributing — in and out of the classroom.
Contributing to open-source projects as part of one of India's largest open-source programs. Shipping pull requests, reviewing code, and collaborating with contributors across the country.
Building web apps, AI tools, and custom software for clients. End-to-end ownership: scoping, building, deploying, and maintaining — sharpened through real deadlines and real users.
Focused on AI systems, distributed computing, and product engineering. Building at the intersection of LLMs and agentic architectures — 41 public repos and counting.
Taught programming to 20+ students online during COVID — core CS concepts, problem-solving, and practical coding. Built curriculum, ran sessions, and saw students go from zero to writing their first real programs.
Competed in 6+ hackathons — placed top 5 and top 10 in two of them.
Internships, research collabs, startup conversations, or just wanting to talk AI agents and systems — my inbox is open.