Ravi

B.Sc. in Applied AI & Data Science @ IIT Jodhpur (2025–2029) · CA Intermediate (ICAI)

b25bs1273@iitj.ac.in

LinkedIn: linkedin.com/in/raviiitcaintermidiate

Applied AI and Data Science undergraduate at IIT Jodhpur combining software engineering, agentic systems, hybrid retrieval pipelines, graph reasoning, and deterministic financial/numerical computing. Focused on building verifiable AI software with strict grounding, sandboxed execution, and automated test suites.

Education

Indian Institute of Technology (IIT) Jodhpur 2025 – 2029

B.Sc. in Applied AI and Data Science

Python, Machine Learning, Statistical Learning, Algorithms, AI Club & Hackathons

Institute of Chartered Accountants of India (ICAI) 2025 – Present

CA Intermediate (Cleared CA Foundation)

Financial Reporting, Corporate Finance, Costing, Taxation, Auditing & Compliance

Featured Engineering Projects

ClaimLab — Source-Grounded Teaching & Numerical Verification Workstation github.com/Hellinferno/ClaimLab Python · FastAPI · React 19 · TypeScript

Coupled Meta muse-spark-1.3 with a transactional SVG whiteboard (BoardPatch state machine) and three reviewed float64 NumPy laboratories (Softmax sensitivity, Attention dimension scaling, Causal masking) plus isolated sandboxed experiments.
Implemented strict epistemic tagging ([Source], [Experiment], [Background]), 2-variant mastery progression, HMAC-SHA256 tenant isolation, and SHA-256 idempotency fingerprinting; verified with 123 offline + 2 live passing pytest tests and GitHub Actions CI.

AegisGraph — MCP-Native Graph Incident-Response Agent github.com/Hellinferno/graph-hack- Python · FalkorDB · MCP · FastAPI · React

Engineered an incident-response agent backed by FalkorDB (9 node labels, 11 relationship types, HNSW vector + full-text indexes) exposing 13 MCP tools over stdio/SSE to trace multi-hop CVE blast radius across code, services, IAM roles, and PII databases.
Used algo.betweenness and GRAPH.COPY counterfactual sandboxes to prove exposure drops from 6 to 0 paths while keeping 4/4 critical flows connected (algo.WCC) prior to executing reversible ActionAudit mutations.

StudyLab — Modular Hybrid RAG & Verified Solver Platform github.com/Hellinferno/Tutor-AI- Python · Hybrid RAG · SQLite · Docker Compose

Built a 3-service architecture (gateway:8000, rag:8001, solver:8002) featuring hybrid sparse+dense retrieval, reranking, character-offset citations with low-confidence rejection, and opt-in durable SQLite persistence mirroring Postgres migrations.
Designed an AST-allowlisted, isolated subprocess (python -I -S) code execution and symbolic/finance solver gated by an evaluation harness requiring false_verified_rate = 0.

FinMod-Agent (FMVA) — Financial Modeling & Valuation Engine github.com/Hellinferno/finmod-agent Python · FastAPI · React · Recharts · pytest

Developed an institutional valuation pipeline covering 500+ field-alias JSON normalization, balance-sheet plug checks, Gordon Growth & Exit Multiple DCF, CAPM WACC via yfinance, comparable companies, 2D sensitivity matrices, and immutable audit logs.
Built a 9-screen React/Tailwind/Recharts valuation interface and multi-sheet Excel/JSON exporter backed by 40/40 passing pytest tests.

Additional Open-Source Systems Rust · Cloudflare Workers · PyTorch · OpenEnv

ProcureOps AI (procureops-ai): Rust (Axum/Tokio) + Next.js procurement cockpit enforcing typed purchase mandates and PayPal Sandbox capture/payout reconciliation.
Leadforge (leadforge-career-platform): Multi-user ATS resume & referral platform built on Cloudflare Workers, D1 SQLite, Drizzle ORM, and React 19.
AyaWeightDoctor (AyaWeightDoctor) & SQL Query Reviewer (Meta-hackathon): Zero-gradient rank-1 weight surgery on Tiny Aya 3.35B; OpenEnv RL benchmark with shaped rewards across 20 SQL audit tasks.

Technical Skills

LanguagesPython, SQL, TypeScript, JavaScript, Rust AI / MLNumPy, Pandas, SciPy, Scikit-learn, PyTorch, LLMs AI EngineeringHybrid RAG, Embeddings, Tool Calling, Model Context Protocol (MCP), Agent Evaluation Backend & DataFastAPI, REST APIs, FalkorDB (Cypher), SQLite, PostgreSQL, Cloudflare Workers & D1 FrontendReact 19, Next.js, Tailwind CSS, Vite EngineeringGit, GitHub Actions (CI/CD), Docker, Docker Compose, pytest

Verified Certifications & Hackathons

AI Fluency: Framework & Foundations — Anthropic (Jul 2026) ID: hfgjbcbbuieb

Introduction to Claude Cowork — Anthropic (Jul 2026) ID: e9wrvx2bu8yw

Claude 101 — Anthropic (Jul 2026) ID: nrhjymrbxwic

Aspire Leaders Programme — Harvard University (Aspire Institute)

Convolve 4.0 Pan-IIT AI/ML Hackathon — IIT Guwahati (Jan 2026) ID: 0587520d-e669-45e4-af1d-90ba7bd35a16

5-Day AI Agents Intensive — Kaggle & Google (Dec 2025) · BCG Strategy Simulation (Oct 2025)