Projects

Type one prompt, get a narrated 3Blue1Brown-style math video — built by a team of Claude agents.

Journal paper in progress

• Director agent plans an editable storyboard; Coder agent writes one Manim scene per section, so one bug never breaks the whole video.
• Deterministic quality control for free: AST validation, a quadratic-program layout solver for overlaps, and SymPy math verification.
• Fixer agent repairs failures with small code edits — repeated fixes are learned as validator rules.
• Single-session Deepgram narration with word-level alignment, so animations start on their cue words.
• Hard cost budget with per-call tracking and checkpoint resume — most videos cost under $0.15.

Tech: Python, Claude Agents, Manim, FastAPI, React, SymPy, Deepgram, ffmpeg, Docker

Multi-tenant SaaS that turns a QR scan into a ready-to-post Google review.

• Customers scan a store's QR code and answer an AI-generated survey built from that store's past reviews.
• Generates reviews in 4 styles including Hinglish; streamed OpenAI responses via Vercel Edge cut wait time from 6s to under 2s.
• Google OAuth, subscription billing (3 plans), admin panel, usage analytics, invoices and QR print cards.

Tech: Next.js 14, TypeScript, PostgreSQL, Prisma, OpenAI GPT-4o-mini, Razorpay, NextAuth.js, Resend, Vercel Edge

Unified AI credit-risk platform combining multiple credit bureaus into one score.

3rd Place · Breach 2025

• Aggregates data from multiple bureaus into a single risk score using XGBoost.
• Fault-tolerant design keeps the system working when a bureau API goes down.
• Chatbot for PDF-based financial Q&A.

Tech: React, Node.js, Flask, Supabase, XGBoost

Interactive GIS platform for planning hydrogen infrastructure.

• Visualizes plants, pipelines and storage with region-based analysis.
• AI-driven site scoring across 20+ factors (cost, demand, water, regulations, climate) using XGBoost and Mistral-7B via Groq.
• Dashboard with AI report comparison and a chatbot for querying infrastructure reports.

Tech: React, D3.js, Mapbox, FastAPI, PostgreSQL, XGBoost, Groq

CLI that writes meaningful Git commit messages from your staged diff using Gemini.

• Context-aware diff parsing plus prompt engineering for accurate commit summaries.
• Cross-platform, with secure API key storage.
• Published on PyPI — pip install devghost.

Tech: Python, Gemini AI, PyPI

Secure REST API for managing subscriptions with automated renewal reminders.

• Full CRUD with JWT auth, bcrypt password hashing and Arcjet rate limiting.
• Automated renewal reminder emails via Upstash workflows and Nodemailer.

Tech: Node.js, Express, MongoDB, JWT, Arcjet, Upstash, Nodemailer

Intelligent energy management system for renewable microgrids.

Top 10 Finalist · IIT Gandhinagar

• Ingests real-time data from 1000+ IoT sensors via MQTT into InfluxDB.
• Reinforcement Learning agent for dynamic energy dispatch, with live Grafana dashboards.
• Diagnostics engine for fault detection and predictive maintenance.

Tech: Python, Reinforcement Learning, MQTT, InfluxDB, Grafana, Scikit-learn, Pandas