# Cosmos of Om

Text mirror of the interactive cosmos.

## Theoria
The contemplative domain - ML, systems theory, academic depth, and the pursuit of understanding for its own sake.

### Machine Learning
- SparkGrid - 93.87% LSTM accuracy · Ethereum. Achieved 93.87% accuracy using LSTM models for energy demand prediction. Enabled transparent distribution via Ethereum smart contracts. Tags: Solidity, EthereumJS, LSTM, Python, React. Year: 2024. Impact: Web3 + ML. Links: live: https://sparkgrid.vercel.app/
- RESPIRA-X - Audio ML · Healthcare. Applied sequence-aware dual-stream CNN-Transformers to respiratory audio analysis for diagnostics. Tags: Audio Processing, ML, Python, Transformers. Year: 2024. Impact: Research Project.
- Intent Discovery Pipeline - NLP · Semantic scoring · Client. Automated pipeline for discovering user intent signals from raw data. Applied NLP and semantic scoring to surface meaningful patterns for a client's analytics stack. Tags: Python, NLP, Semantic Analysis, Automation. Year: 2024. Impact: Client project. Links: github: https://github.com/Omramanuj/automated_intent_discovery_pipeline
- HTT 2.0 - Winner - Health-tech hackathon. Won HTT 2.0 hackathon in 2024, building a health + data visualization product. Applied ML-driven nudges to personal health tracking under 24-hour constraints. Tags: Health-tech, Data Viz, Hackathon. Year: 2024. Impact: 🏆 1st Place.
- SAS - Fat to Slim - Data that nudges you forward.. A client wanted health tracking to feel useful instead of judgmental. I built a product around behavior data, simple progress cues, and visual clarity so the data would actually prompt action.

It was a reminder that good systems are often about making the next step obvious. Tags: React, Node.js, Data Visualization. Year: 2024. Impact: active. Links: live: https://htt-2-0.vercel.app/index | github: https://github.com/Omramanuj/HTT2.0

### Blockchain & Web3
- SparkGrid - 93.87% LSTM accuracy · Ethereum. Achieved 93.87% accuracy using LSTM models for energy demand prediction. Enabled transparent distribution via Ethereum smart contracts. Tags: Solidity, EthereumJS, LSTM, Python, React. Year: 2024. Impact: Web3 + ML. Links: live: https://sparkgrid.vercel.app/

### Academic Excellence
- SVNIT Surat - B.Tech Electronics · 8.0 CGPA. Final-year Electronics Engineering student at SV National Institute of Technology. Maintaining an 8.0 CGPA. Tags: NIT, Electronics, Engineering. Year: 2022–2026. Impact: Final Year.
- Dholakiya School - Class X · 99.99 Percentile. Scored at the 99.99th percentile in Class X GSEB boards, showing strong analytical foundations. Tags: Academic Excellence, GSEB, Top 0.01%. Year: 2020. Impact: 99.99 PR.

## Craft
Engineering as a discipline - backend, frontend, performance, the code that ships.

### Low-Latency & Perf
- Deribit Trading System - C++17 · Low-latency execution. Developed a trading engine with direct memory management and event-driven I/O via Boost.Asio. Optimized for execution speed where milliseconds define the PnL. Tags: C++17, Boost.Asio, OpenSSL, WebSockets. Year: 2024. Impact: Performance Engineering. Links: github: https://github.com/Omramanuj/trade_on_deribit

### Backend Systems
- Akron AI - AI Engineer Intern · LangGraph. Built production-grade AI services using LangGraph with multi-step planning, tool calling, and self-correction loops. Integrated agents via Google ADK and Pipedream. Tags: LangGraph, Google ADK, Pipedream, Python. Year: 2026. Impact: AI Engineer Intern .
- Deribit Trading System - C++17 · Low-latency execution. Developed a trading engine with direct memory management and event-driven I/O via Boost.Asio. Optimized for execution speed where milliseconds define the PnL. Tags: C++17, Boost.Asio, OpenSSL, WebSockets. Year: 2024. Impact: Performance Engineering. Links: github: https://github.com/Omramanuj/trade_on_deribit
- RESPIRA-X - Audio ML · Healthcare. Applied sequence-aware dual-stream CNN-Transformers to respiratory audio analysis for diagnostics. Tags: Audio Processing, ML, Python, Transformers. Year: 2024. Impact: Research Project.
- BookApp - Read or Listen - Go · AWS · Cross-platform. Full-stack cross-platform book reading app with audio mode. Built on Go + AWS (S3, EC2) with a React frontend. Unified reading and listening into a single seamless experience. Tags: Go, AWS S3, AWS EC2, React. Year: 2024. Impact: Full product. Links: github: https://github.com/Omramanuj/bookApp
- OmniDrive - 360° Vehicle - ESP · Arduino · Mecanum · Web app. Built an OmniDrive vehicle with 360° movement using Mecanum (omnidirectional) wheels. Controllable via a physical controller and a hosted web application. Stack: ESP and Arduino for embedded control and the web app for remote driving. Tags: ESP, Arduino, Mecanum, Web App, Robotics. Year: 2024. Impact: Personal project.
- Strinja Art Gallery - Local art, global polish.. Local art deserves a storefront that feels considered instead of improvised. I built a full-stack gallery experience with product browsing, motion, and a more polished buying surface.

The work was about presentation as much as implementation: make the art feel intentional online. Tags: React.js, Go, PostgreSQL, GSAP. Year: 2024. Impact: Archived. Links: github: https://github.com/Omramanuj/strinja
- E-Commerce Platform - Cart flows that don't surprise.. E-commerce is trust by small choices - tokens, receipts, refunds. I built secure flows and clear APIs so the store behaves predictably for buyers and sellers. Tags: Node.js, Express.js, PostgreSQL. Year: 2024. Impact: Archived. Links: github: https://github.com/Omramanuj/node-Ecom
- Connecting the Dots - Make PDFs readable.. PDFs hide structure behind pixels. I inferred headings from font and layout alone and rebuilt a real table of contents without external APIs. The parser turns dumb documents into living outlines. Tags: Python, PDF Parsing, Layout Analysis. Year: 2024. Impact: active.

### Frontend & UI
- Cloud Code Editor - npm package · Zero Configuration. Published a production-ready NPM package for React/Next.js apps. TypeScript-first with Monaco Editor at its core. Tags: TypeScript, React, NPM, Monaco Editor. Year: 2024. Impact: OSS · npm. Links: live: https://ide-on-web-demo.vercel.app/ | github: https://github.com/Omramanuj/cloud-code-editor | npm: https://www.npmjs.com/package/cloud-code-editor
- Nomorede - Booking Platform - Video calls · SEO · Top 3 results. Built a two-sided booking marketplace for stylists and clients - integrated video calling, calendar sync, and SEO optimization that ranked in top 3 search results, attracting 150+ users in month one. Tags: Next.js, TypeScript, TailwindCSS, SEO, Vercel. Year: May–Jun 2024. Impact: SDE Intern · 150+ users.
- 3D T-Shirt Customizer - ThreeJS · DALL-E · MERN. Automated 3D model customization using DALL-E-generated textures applied live in ThreeJS. Added Gemini-based design suggestions, increasing engagement by 30%. Tags: ThreeJS, DALL-E, React, Gemini, 3D. Year: 2024. Impact: +30% engagement.
- Strinja Art Gallery - Local art, global polish.. Local art deserves a storefront that feels considered instead of improvised. I built a full-stack gallery experience with product browsing, motion, and a more polished buying surface.

The work was about presentation as much as implementation: make the art feel intentional online. Tags: React.js, Go, PostgreSQL, GSAP. Year: 2024. Impact: Archived. Links: github: https://github.com/Omramanuj/strinja
- Design with Spark - Ideas that sketch themselves.. A client wanted faster concept exploration, not a prettier prompt box. I combined AI image generation, 3D interactions, and product design thinking into a tool that made sketching ideas feel less manual.

The real challenge was balancing novelty with control so the output stayed usable. Tags: DALL-E, Three.js, Gemini API. Year: 2024. Impact: active. Links: live: https://design-with-spark.vercel.app/
- SAS - Fat to Slim - Data that nudges you forward.. A client wanted health tracking to feel useful instead of judgmental. I built a product around behavior data, simple progress cues, and visual clarity so the data would actually prompt action.

It was a reminder that good systems are often about making the next step obvious. Tags: React, Node.js, Data Visualization. Year: 2024. Impact: active. Links: live: https://htt-2-0.vercel.app/index | github: https://github.com/Omramanuj/HTT2.0

### Dev Tools & OSS
- Cloud Code Editor - npm package · Zero Configuration. Published a production-ready NPM package for React/Next.js apps. TypeScript-first with Monaco Editor at its core. Tags: TypeScript, React, NPM, Monaco Editor. Year: 2024. Impact: OSS · npm. Links: live: https://ide-on-web-demo.vercel.app/ | github: https://github.com/Omramanuj/cloud-code-editor | npm: https://www.npmjs.com/package/cloud-code-editor
- Google Winter of Code - Google · Open source. Won Google Winter of Code 2023 - a competitive open source contribution program run by Google, requiring sustained high-quality code contributions across a project. Tags: Open Source, Google, Software Engineering. Year: 2023. Impact: 🏆 Winner.
- Connecting the Dots - Make PDFs readable.. PDFs hide structure behind pixels. I inferred headings from font and layout alone and rebuilt a real table of contents without external APIs. The parser turns dumb documents into living outlines. Tags: Python, PDF Parsing, Layout Analysis. Year: 2024. Impact: active.

## Agency
Startups, automation, products - turning ideas into systems that act in the world.

### AI & Agents
- Akron AI - AI Engineer Intern · LangGraph. Built production-grade AI services using LangGraph with multi-step planning, tool calling, and self-correction loops. Integrated agents via Google ADK and Pipedream. Tags: LangGraph, Google ADK, Pipedream, Python. Year: 2026. Impact: AI Engineer Intern .
- WhatNxtAI - Founding Engineer Intern · LangChain. Architected multi-tool agentic bots and a custom RAG pipeline for an AI career coach. Built a one-click auto-apply system using browser scripting. Tags: LangChain, Gemini API, RAG, Browser Automation. Year: 2025. Impact: Founding Role.
- KATHA - Content Automation · FFmpeg. Built an automated pipeline to generate mythology videos using TTS and SARVAM API. Optimized production to ₹15 per video. Tags: Python, ffmpeg, SARVAM API, Automation. Year: 2024–Present. Impact: ₹15/video. Links: youtube: https://www.youtube.com/@Kathaa__the_hindu_tales | instagram: https://www.instagram.com/katha__the_hindu_tales/
- ScrollLearn - Microlearning · Gemini API. Personalized microlearning platform that converts topics into bite-sized progressive cards using Gemini API. Tags: Next.js, Node.js, Gemini API, AI. Year: 2024. Impact: Live Demo. Links: live: https://tiktok-killer.vercel.app/ | github: https://github.com/Omramanuj/scrolllearn-ui
- Intent Discovery Pipeline - NLP · Semantic scoring · Client. Automated pipeline for discovering user intent signals from raw data. Applied NLP and semantic scoring to surface meaningful patterns for a client's analytics stack. Tags: Python, NLP, Semantic Analysis, Automation. Year: 2024. Impact: Client project. Links: github: https://github.com/Omramanuj/automated_intent_discovery_pipeline
- Google Hackathon Mentor - Guided teams idea → prototype. Mentored teams at Google-affiliated hackathons - helping builders sharpen ideas, debug under pressure, and ship working prototypes within tight timelines. Tags: Google, Mentorship, AI, Prototyping. Year: 2023–Present. Impact: Mentor.
- 3D T-Shirt Customizer - ThreeJS · DALL-E · MERN. Automated 3D model customization using DALL-E-generated textures applied live in ThreeJS. Added Gemini-based design suggestions, increasing engagement by 30%. Tags: ThreeJS, DALL-E, React, Gemini, 3D. Year: 2024. Impact: +30% engagement.
- Proffrr - Find the right tyre, without the talk.. Proffrr started as a client need: cut through noisy tyre-buying decisions without making people read five tabs of product jargon. I built the product around AI-assisted guidance, cleaner information architecture, and a calmer decision flow.

The interesting part was not the model itself. It was shaping a product experience where AI, utility, and design all pointed in the same direction. Tags: FastAPI, React.js, ChatGPT. Year: 2024. Impact: active.
- Design with Spark - Ideas that sketch themselves.. A client wanted faster concept exploration, not a prettier prompt box. I combined AI image generation, 3D interactions, and product design thinking into a tool that made sketching ideas feel less manual.

The real challenge was balancing novelty with control so the output stayed usable. Tags: DALL-E, Three.js, Gemini API. Year: 2024. Impact: active. Links: live: https://design-with-spark.vercel.app/
- E-Commerce Support Agent - Don't guess, check.. Customer support falls apart when the model sounds confident without knowing the catalog. I built an e-commerce support agent around retrieval, product grounding, and cleaner response flow so it could answer usefully instead of improvising.

The goal was simple: fewer vague responses, more trust. Tags: RAG, LLM, LangChain. Year: 2024. Impact: active. Links: github: https://github.com/Omramanuj/agent_for_ecom

### Startup Building
- WhatNxtAI - Founding Engineer Intern · LangChain. Architected multi-tool agentic bots and a custom RAG pipeline for an AI career coach. Built a one-click auto-apply system using browser scripting. Tags: LangChain, Gemini API, RAG, Browser Automation. Year: 2025. Impact: Founding Role.
- Megascale - 900+ Attendees · Team Lead. Led a team of 9 developers to create solutions for a 900+ attendee conference, achieving 85% satisfaction. Tags: React, JavaScript, Team Lead, Project Management. Year: 2024. Impact: Team Lead of 9.
- Nomorede - Booking Platform - Video calls · SEO · Top 3 results. Built a two-sided booking marketplace for stylists and clients - integrated video calling, calendar sync, and SEO optimization that ranked in top 3 search results, attracting 150+ users in month one. Tags: Next.js, TypeScript, TailwindCSS, SEO, Vercel. Year: May–Jun 2024. Impact: SDE Intern · 150+ users.
- President - CEV - Cutting Edge Visionaries · Fintech club · SVNIT. President of CEV (Cutting Edge Visionaries) - SVNIT's only fintech club, focused on bridging finance and technology through innovation, development, and cutting-edge solutions. Tagline: Wonder. Think. Create. Led technical projects, community building, and strategic direction. Learn more: https://cevsvnit.vercel.app/ Tags: Leadership, Fintech, Innovation, Strategy. Year: 2023–2024. Impact: Chapter President.
- Secretary - E-Cell - Entrepreneurship cell · SVNIT. Secretary of E-Cell SVNIT - the campus heartbeat of entrepreneurial spirit. We empower students to turn visionary ideas into successful ventures through networking, mentorship, and resources. Initiatives include E-Summit, workshops, Lego Startup, and industry collaborations. Vision: fostering entrepreneurship, innovation, creativity, and student leadership. Learn more: https://www.ecellsvnit.in/ Tags: Entrepreneurship, E-Summit, Mentorship, Student Leadership. Year: 2023–2024. Impact: Chapter Secretary.

### Automation Pipelines
- WhatNxtAI - Founding Engineer Intern · LangChain. Architected multi-tool agentic bots and a custom RAG pipeline for an AI career coach. Built a one-click auto-apply system using browser scripting. Tags: LangChain, Gemini API, RAG, Browser Automation. Year: 2025. Impact: Founding Role.
- KATHA - Content Automation · FFmpeg. Built an automated pipeline to generate mythology videos using TTS and SARVAM API. Optimized production to ₹15 per video. Tags: Python, ffmpeg, SARVAM API, Automation. Year: 2024–Present. Impact: ₹15/video. Links: youtube: https://www.youtube.com/@Kathaa__the_hindu_tales | instagram: https://www.instagram.com/katha__the_hindu_tales/
- Intent Discovery Pipeline - NLP · Semantic scoring · Client. Automated pipeline for discovering user intent signals from raw data. Applied NLP and semantic scoring to surface meaningful patterns for a client's analytics stack. Tags: Python, NLP, Semantic Analysis, Automation. Year: 2024. Impact: Client project. Links: github: https://github.com/Omramanuj/automated_intent_discovery_pipeline

### Digital Media
- KATHA - Content Automation · FFmpeg. Built an automated pipeline to generate mythology videos using TTS and SARVAM API. Optimized production to ₹15 per video. Tags: Python, ffmpeg, SARVAM API, Automation. Year: 2024–Present. Impact: ₹15/video. Links: youtube: https://www.youtube.com/@Kathaa__the_hindu_tales | instagram: https://www.instagram.com/katha__the_hindu_tales/

### Product Design
- Megascale - 900+ Attendees · Team Lead. Led a team of 9 developers to create solutions for a 900+ attendee conference, achieving 85% satisfaction. Tags: React, JavaScript, Team Lead, Project Management. Year: 2024. Impact: Team Lead of 9.
- ScrollLearn - Microlearning · Gemini API. Personalized microlearning platform that converts topics into bite-sized progressive cards using Gemini API. Tags: Next.js, Node.js, Gemini API, AI. Year: 2024. Impact: Live Demo. Links: live: https://tiktok-killer.vercel.app/ | github: https://github.com/Omramanuj/scrolllearn-ui
- BookApp - Read or Listen - Go · AWS · Cross-platform. Full-stack cross-platform book reading app with audio mode. Built on Go + AWS (S3, EC2) with a React frontend. Unified reading and listening into a single seamless experience. Tags: Go, AWS S3, AWS EC2, React. Year: 2024. Impact: Full product. Links: github: https://github.com/Omramanuj/bookApp
- Nomorede - Booking Platform - Video calls · SEO · Top 3 results. Built a two-sided booking marketplace for stylists and clients - integrated video calling, calendar sync, and SEO optimization that ranked in top 3 search results, attracting 150+ users in month one. Tags: Next.js, TypeScript, TailwindCSS, SEO, Vercel. Year: May–Jun 2024. Impact: SDE Intern · 150+ users.
- 3D T-Shirt Customizer - ThreeJS · DALL-E · MERN. Automated 3D model customization using DALL-E-generated textures applied live in ThreeJS. Added Gemini-based design suggestions, increasing engagement by 30%. Tags: ThreeJS, DALL-E, React, Gemini, 3D. Year: 2024. Impact: +30% engagement.
- Codex Audio Cue - Know when Codex is done.. A small macOS wrapper around the Codex CLI for people who do not want to stare at the terminal waiting for responses. It watches Codex session logs and triggers `afplay` when selected response phases land, so you can step away and still know when the work is done.

The useful part is the control surface around terminal activity: choose when the sound fires, set the volume, use stock system sounds or your own file, and export the exact install command for your local setup. Tags: CLI, macOS, Shell, afplay, Developer Tooling. Year: 2024. Impact: active. Links: live: https://cue.omramanuj.site | github: https://github.com/Omramanuj/codex-audio-cue
- Goa Squad Spots - Trip board for places, ratings, and vibes.. A private Goa trip board for logging places, ratings, and vibes without turning the trip into admin. Built as a lightweight personal tool to keep the good spots memorable and the group context easy to revisit.

Small product surfaces are useful discipline. You only keep what the trip actually needs. Tags: Next.js, TypeScript, UI. Year: 2024. Impact: active. Links: live: https://goa.omramanuj.site | github: https://github.com/Omramanuj/goa_dump
- Proffrr - Find the right tyre, without the talk.. Proffrr started as a client need: cut through noisy tyre-buying decisions without making people read five tabs of product jargon. I built the product around AI-assisted guidance, cleaner information architecture, and a calmer decision flow.

The interesting part was not the model itself. It was shaping a product experience where AI, utility, and design all pointed in the same direction. Tags: FastAPI, React.js, ChatGPT. Year: 2024. Impact: active.
- Strinja Art Gallery - Local art, global polish.. Local art deserves a storefront that feels considered instead of improvised. I built a full-stack gallery experience with product browsing, motion, and a more polished buying surface.

The work was about presentation as much as implementation: make the art feel intentional online. Tags: React.js, Go, PostgreSQL, GSAP. Year: 2024. Impact: Archived. Links: github: https://github.com/Omramanuj/strinja
- Design with Spark - Ideas that sketch themselves.. A client wanted faster concept exploration, not a prettier prompt box. I combined AI image generation, 3D interactions, and product design thinking into a tool that made sketching ideas feel less manual.

The real challenge was balancing novelty with control so the output stayed usable. Tags: DALL-E, Three.js, Gemini API. Year: 2024. Impact: active. Links: live: https://design-with-spark.vercel.app/
- SAS - Fat to Slim - Data that nudges you forward.. A client wanted health tracking to feel useful instead of judgmental. I built a product around behavior data, simple progress cues, and visual clarity so the data would actually prompt action.

It was a reminder that good systems are often about making the next step obvious. Tags: React, Node.js, Data Visualization. Year: 2024. Impact: active. Links: live: https://htt-2-0.vercel.app/index | github: https://github.com/Omramanuj/HTT2.0
- E-Commerce Platform - Cart flows that don't surprise.. E-commerce is trust by small choices - tokens, receipts, refunds. I built secure flows and clear APIs so the store behaves predictably for buyers and sellers. Tags: Node.js, Express.js, PostgreSQL. Year: 2024. Impact: Archived. Links: github: https://github.com/Omramanuj/node-Ecom

## Commonwealth
Leadership, community, mentorship - the shared institutions that outlast any single project.

### Institutional Leadership
- Technical Fest Lead - Budget: ₹40L+ · SVNIT. Led the technical festival at SVNIT with a budget exceeding ₹40 lakhs, coordinating sponsors and multi-day logistics. Tags: Operations, Budgeting, Sponsorships, Team Lead. Year: 2023. Impact: Lead Organizer.
- Megascale - 900+ Attendees · Team Lead. Led a team of 9 developers to create solutions for a 900+ attendee conference, achieving 85% satisfaction. Tags: React, JavaScript, Team Lead, Project Management. Year: 2024. Impact: Team Lead of 9.
- President - CEV - Cutting Edge Visionaries · Fintech club · SVNIT. President of CEV (Cutting Edge Visionaries) - SVNIT's only fintech club, focused on bridging finance and technology through innovation, development, and cutting-edge solutions. Tagline: Wonder. Think. Create. Led technical projects, community building, and strategic direction. Learn more: https://cevsvnit.vercel.app/ Tags: Leadership, Fintech, Innovation, Strategy. Year: 2023–2024. Impact: Chapter President.
- Secretary - E-Cell - Entrepreneurship cell · SVNIT. Secretary of E-Cell SVNIT - the campus heartbeat of entrepreneurial spirit. We empower students to turn visionary ideas into successful ventures through networking, mentorship, and resources. Initiatives include E-Summit, workshops, Lego Startup, and industry collaborations. Vision: fostering entrepreneurship, innovation, creativity, and student leadership. Learn more: https://www.ecellsvnit.in/ Tags: Entrepreneurship, E-Summit, Mentorship, Student Leadership. Year: 2023–2024. Impact: Chapter Secretary.

### Mentorship & Coaching
- President - CEV - Cutting Edge Visionaries · Fintech club · SVNIT. President of CEV (Cutting Edge Visionaries) - SVNIT's only fintech club, focused on bridging finance and technology through innovation, development, and cutting-edge solutions. Tagline: Wonder. Think. Create. Led technical projects, community building, and strategic direction. Learn more: https://cevsvnit.vercel.app/ Tags: Leadership, Fintech, Innovation, Strategy. Year: 2023–2024. Impact: Chapter President.
- Secretary - E-Cell - Entrepreneurship cell · SVNIT. Secretary of E-Cell SVNIT - the campus heartbeat of entrepreneurial spirit. We empower students to turn visionary ideas into successful ventures through networking, mentorship, and resources. Initiatives include E-Summit, workshops, Lego Startup, and industry collaborations. Vision: fostering entrepreneurship, innovation, creativity, and student leadership. Learn more: https://www.ecellsvnit.in/ Tags: Entrepreneurship, E-Summit, Mentorship, Student Leadership. Year: 2023–2024. Impact: Chapter Secretary.
- Google Hackathon Mentor - Guided teams idea → prototype. Mentored teams at Google-affiliated hackathons - helping builders sharpen ideas, debug under pressure, and ship working prototypes within tight timelines. Tags: Google, Mentorship, AI, Prototyping. Year: 2023–Present. Impact: Mentor.

### Competitive Hacking
- Grand Robo-Prix - Winner - National robotics competition. Won Grand Robo-Prix 2022 - a national robotics competition that required hardware control, embedded programming, and real-time decision making under competitive pressure. Tags: Robotics, Embedded, Control Systems, C++. Year: 2022. Impact: 🏆 1st Place.
- Google Winter of Code - Google · Open source. Won Google Winter of Code 2023 - a competitive open source contribution program run by Google, requiring sustained high-quality code contributions across a project. Tags: Open Source, Google, Software Engineering. Year: 2023. Impact: 🏆 Winner.
- HTT 2.0 - Winner - Health-tech hackathon. Won HTT 2.0 hackathon in 2024, building a health + data visualization product. Applied ML-driven nudges to personal health tracking under 24-hour constraints. Tags: Health-tech, Data Viz, Hackathon. Year: 2024. Impact: 🏆 1st Place.
- Dev-A-Thon - 2nd Place - Competitive hackathon. Placed 2nd at Dev-A-Thon 2024, competing against NIT-level developers in a high-intensity build sprint. Tags: Hackathon, Competitive Programming. Year: 2024. Impact: 🥈 2nd Place.
- Connecting the Dots - Make PDFs readable.. PDFs hide structure behind pixels. I inferred headings from font and layout alone and rebuilt a real table of contents without external APIs. The parser turns dumb documents into living outlines. Tags: Python, PDF Parsing, Layout Analysis. Year: 2024. Impact: active.

### Robotics & Hardware
- Grand Robo-Prix - Winner - National robotics competition. Won Grand Robo-Prix 2022 - a national robotics competition that required hardware control, embedded programming, and real-time decision making under competitive pressure. Tags: Robotics, Embedded, Control Systems, C++. Year: 2022. Impact: 🏆 1st Place.
- OmniDrive - 360° Vehicle - ESP · Arduino · Mecanum · Web app. Built an OmniDrive vehicle with 360° movement using Mecanum (omnidirectional) wheels. Controllable via a physical controller and a hosted web application. Stack: ESP and Arduino for embedded control and the web app for remote driving. Tags: ESP, Arduino, Mecanum, Web App, Robotics. Year: 2024. Impact: Personal project.