I'm a second-year BCA student specializing in AI & Data Science at JECRC University, Jaipur, currently maintaining a CGPA of 9.2+. My work sits at the intersection of classical machine learning, deep learning, and applied GenAI — from building a CPU-only skin cancer classifier to shipping a multilingual medical RAG platform that placed at a national hackathon.
I'm drawn to problems where rigorous methodology meets real-world deployment constraints — 5-fold cross-validation and confidence intervals matter to me as much as shipping a working product. Alongside my technical work, I coordinate startup operations at my university's incubation centre, where I've supported founders through demo days distributing crores in funding.
Currently: exploring agentic AI systems (MCP, Agent Development Kit), retrieval-augmented generation, and evaluation methods for LLM-based agents. Seeking: AI/ML Engineering, Data Science, Software Engineering, or Research Internship opportunities.
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7-stage medical AI pipeline (OCR → medical NER → risk scoring → FAISS-based RAG → LLM simplification → multilingual translation → RAG chatbot) on FastAPI + Next.js/TypeScript. Impact: Consolation Prize at National Healthcare Hackathon '26 against 152+ teams incl. AIIMS Delhi, KEM Mumbai. Supports 7+ Indian languages with TTS accessibility.
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Solo-built platform that clones public GitHub repos, runs static analysis via Impact: Dynamic context injection (AST data, architecture summaries) avoids LLM token-limit issues; interactive Mermaid.js architecture graphs with streaming responses.
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Orchestrates Hermes agents to fuse technical forecasting, prediction market signals, and Kelly-based risk management for explainable trading decisions.
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Analyzes 184K+ Hyperliquid trades alongside Bitcoin Fear & Greed sentiment to uncover trader behavior and profitability patterns.
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Interests: agentic AI evaluation, retrieval-augmented generation, applied deep learning for healthcare, and Zero-ETL data federation.
- Code Vipassana Season 15 — "Agentic Data Cloud in Action & Evaluation" (GDG Cloud Kochi): Implemented Zero-ETL data federation (BigQuery ↔ AlloyDB), agentic AI systems using MCP and Agent Development Kit, and AI-agent evaluation (tool-selection accuracy, hallucination detection, prompt-injection resistance). Secured Global Rank #14 worldwide under the mentorship of Dr. Abirami Sukumaran (Google Developer Advocate).
- India's Young Researcher Conference 2025 (IYRC '25) — Technical Team member; focus areas included Mental Wellness, Sustainability, and Innovation.
- HADF-Net — CPU-only ensemble pipeline for skin cancer classification with rigorous 5-fold cross-validation reporting (see Projects).
Publication: "GenZ and Privations" — BriBooks Publications. A first-person account addressing the student suicide crisis in Kota driven by academic pressure.
| 🏆 | Consolation Prize, National Healthcare Hackathon '26 — vs. 152+ teams incl. AIIMS Delhi, SMS Jaipur, KEM Mumbai, NIMS |
| 🌍 | Global Rank #14 (worldwide), Code Vipassana Season 15 — GDG Cloud Kochi |
| 🎓 | CGPA 9.2+ throughout BCA (AI & Data Science) coursework |
| 🏁 | Finalist, Bid2Code — Innov8 Tech Fest, JECRC University (ZennY — AI Wallet) |
| 📖 | Published Author, BriBooks Publications |
| 💰 | SPOC for founders across two JIC Demo Days — ₹10L and ₹1.8Cr in startup funding (85+ startups combined) |
Open to research collaborations, hackathon teams, and AI-focused open-source contributions — particularly around RAG systems, agentic AI, and applied healthcare ML. Active in the CampusCrew developer community (100,000+ members) and JECRC's technical/startup ecosystem.
Building at the intersection of rigorous ML and real-world impact — always happy to talk research, RAG systems, or agentic AI.