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harsh-pandhe/README.md

Hi there, I'm Harsh Pandhe

🏆 SIH 2025 National Winner | RoboRashtra 2026 Runner-Up | Software Dev Intern @ Doppelmayr | Web, Cybersecurity & Blockchain Head @ IIC-SIT

Full-Stack Developer | Embedded AI Engineer | Robotics Innovator | Blockchain Architect

Typing SVG

Solving the maze when the GPS dies,
Building the math for the ropeways and skies.
SIH winner with production in sight,
I engineer systems that survive the night.


⚡ TL;DR

🛠️ What I do · Full-stack + Embedded AI + Autonomous Robotics. Ship production systems end-to-end.
🏆 What I won · SIH 2025 National Winner · RoboRashtra 2026 Runner-Up · IRoC-U 2026 Shortlisted
🚀 What I'm building · Autonomous UAV ecosystem for ISRO · DoppelDash @ Doppelmayr · RAG-powered AI workspaces

📑 Quick Nav · Currently · GitHub Stats · Flagship Projects · OSS · Tech Stack · Experience · Awards · Connect


🟢 Currently

  • 💼 Shipping DoppelDash @ Doppelmayr + Autonomous-Ropeway-Alignment (Eurocode-validated optimizer)
  • 🛰️ IRoC-U 2026 Finals prep — synthetic MID-360 LiDAR via CPU raycast + parameterized arena gen
  • 📊 AlgoTrade phase 5 — Upstox V3 WebSocket + local LLM (Ollama)
  • 🤖 Shipping Ather Co-Pilot v2 — RAG over PDFs/URLs with Gemini 2.5 + Genkit
  • 📖 GATE 2027 prep (Top 500 target)

↻ Updated monthly


📊 GitHub Stats

Followers Stars Profile views

🎯 Professional Summary

Computer Science undergraduate (B.Tech, SIT Lonavala) specializing in Full-Stack Software Development, Embedded AI Systems, Robotics Engineering, and Blockchain Architecture. SIH 2025 National Winner, RoboRashtra 2026 Runner-Up (1st), and IRoC-U 2026 Shortlisted with expertise in neural network inference, real-time systems, and autonomous navigation. Published researcher in collaborative systems with demonstrated expertise in:

  • 🔹 Embedded AI & Real-Time Neural Network Inference on Microcontrollers
  • 🔹 High-Performance System Design & Microservices Architecture
  • 🔹 Precision Motor Control & Encoder-Based Odometry
  • 🔹 Security Hardening & Cryptographic Systems
  • 🔹 Scalable Backend Engineering & IoT Integration
  • 🔹 Web3 & Blockchain Architecture

🔥 Long-Form Focus (beyond the TL;DR above)

  • 🚀 Co-Founding ASCEND – High-Tech Industrial Surveying & Digital Twins (LiDAR/Thermal)
  • 🛠️ Scaling Telhan Sathi – Real-world deployment & user feedback iteration
  • 🔬 Quantum Computing Research – Post-quantum cryptography & algorithm optimization
  • 🎓 Technical Leadership – Mentoring 70+ junior developers at IIC-SIT

📊 By The Numbers


🚀 Leadership & Experience

💼 Software Development Intern – Doppelmayr (Austria)

Doppelmayr | Apr 2026 – Present

  • Building DoppelDash – a professional-grade internal platform for operational workflows
  • Applying full-stack architecture (TypeScript, React, Node.js) in an enterprise environment
  • Working within a global engineering team on ropeway & transport automation systems
  • Equipped with a high-performance RTX 4060 GPU workstation by the company to drive physics-based simulations, LLM workflows, and intelligent AI systems for enterprise automation
  • 📰 Featured in Maval Maza – State-level press coverage of the Austria internship selection

🏆 SIH 2025 National Winner – Team Lead & Full Stack Developer

Team Algo Sapiens | Smart India Hackathon 2025 | Dec 2025

  • Led 6-member team to national victory among 10,000+ teams with Telhan Sathi (MoA&FW PS ID: 25273)
  • Architected AI & ML predictive models for crop shift mitigation & built IoT-based soil detection systems
  • Developed Progressive Web App for crop suitability guidance with real-time farm monitoring dashboards
  • Historic Achievement: First team from SIT Lonavala to reach nationals and win 🎉

🛡️ Web, Cybersecurity & Blockchain Head – IIC-SIT

Institution's Innovation Council, SIT Lonavala | Oct 2025 – Present

  • Overseeing Web, Cybersecurity, and Blockchain domains across campus-wide technical initiatives for 500+ students
  • Lead Organizer – Project Morpheus 2026 – Architected infrastructure for national-level 24-hour hackathon (200+ participants)
  • Co-architected Kalpataru 2025 – 10-week innovation competition with secure registration system
  • Mentored 70+ developers in CODE2LAUNCH workshop (React, Node.js, JavaScript)
  • Evaluated 50+ technical projects providing architecture & security feedback

🛠️ Technical Expertise

Languages

Rust TypeScript JavaScript Python C++ Solidity Java SQL Bash

AI / ML / RAG

Gemini Genkit PyTorch TensorFlow Qiskit

Robotics & Autonomous Systems

ROS 2 PX4 Gazebo Isaac Sim Pixhawk LiDAR Raspberry Pi

Frontend

Next.js React Three.js Tailwind

Backend & Data

Node.js Express Django MongoDB PostgreSQL Redis Firebase

Blockchain / Web3

Ethereum Smart Contracts Hyperledger IPFS

DevOps & Cloud

Docker AWS GCP Linux GitHub Actions

Core Competencies (Strongest Areas)

  • AI Engineering: Google Genkit, Gemini 2.5 Flash, RAG pipelines, LLM tool-use, Embedding stores, Custom auth-to-DB token bridges (Clerk → Firebase)
  • Embedded AI & Robotics: Teensy 4.1 microcontroller, Real-time neural network inference, Motor control, Encoder odometry, Sensor fusion
  • Autonomous Systems: ROS 2, Nav2, Isaac Sim, Gazebo, PX4 SITL, Rviz, Pixhawk flight controllers, LiDAR integration (Livox Mid-360)
  • Full-Stack: Next.js 15, Node.js, React, TypeScript, MongoDB (Transactions/atomic ops), PostgreSQL
  • Blockchain & Web3: Solidity, Ethereum, Smart Contracts, Hyperledger Fabric, IPFS
  • System Design: Microservices, Distributed Systems, High-Performance APIs, Docker, Kubernetes, Real-time systems

Advanced Skills

  • Backend: Express.js, Django, GraphQL, WebSockets, Firebase, Razorpay payment integration
  • Emerging Tech: Quantum Computing (Qiskit), Post-Quantum Cryptography, AI/ML (TensorFlow, PyTorch, Google GenAI), Embedded AI
  • Robotics & Hardware: ROS 2, Pixhawk 6c, LiDAR (Livox Mid-360), PID Control, Signal Processing, Motor Encoders, Analog Multiplexing
  • Simulation: Isaac Sim, Gazebo, PX4 SITL (Software-In-The-Loop), Rviz point-cloud visualization, Digital Twin platforms
  • DevOps & Cloud: AWS, GCP, CI/CD, Linux, Git/GitHub

Languages

Rust, JavaScript/TypeScript, Python, Java, Solidity, C++, SQL, Bash


🚀 Flagship Projects

🚡 Autonomous-Ropeway-Alignment — Eurocode-Validated Optimizer

Open-source toolchain: DEM + 2 station coords → permit-grade aerial ropeway alignment (towers, catenary, safety, DXF, LandXML, 3-D twin, BOM, capex) in <15 s on a laptop. Validated against 12 real installations across 6 system archetypes on 5 continents — Aiguille du Midi 0.6 %, Zugspitze 2.7 %, Whistler Peak2Peak 7.2 %.

Stack · Python · DEAP GA · pymoo NSGA-II · stable-baselines3 PPO · scikit-learn RSM · FastAPI · JWT/RBAC · SQLAlchemy · Postgres · Docker · Streamlit · PyVista 3-D twin · Copernicus GLO-30 DEM Engineering highlights

  • Catenary mechanics validated to 0.00 % on 3 textbook references (sag / length / tension)
  • Eurocode envelope — EN 12929-1 clearance · EN 1991-1-4 wind · ISO 12494 ice · EN 1993-1-1 tower buckling/bending · ANSI B77.1 live load
  • Four optimizers wired (GA · NSGA-II · PPO RL · RSM surrogate) with benchmark harness
  • REST service — JWT auth, RBAC, audit log, immutable project snapshots, DEM upload → optimize → DXF/LandXML/PDF export
  • 157 pytest cases, CI on every push, MIT license

🛰️ IRoC-U 2026 — Autonomous "Space Robot" UAV (In Development)

🇮🇳 ISRO Robotics Challenge 2026 — Shortlisted (Team ID 10144) Building a fully autonomous UAV ecosystem with custom docking & wireless-charging base station.

Stack · ROS 2 · Nav2 · PX4 SITL · Gazebo · Rviz · Pixhawk 6c · Livox Mid-360 LiDAR · Raspberry Pi 5 (16 GB) · Coral TPU · MicoAir optical flow · custom quad (920 KV / 9075) Engineering highlights

  • GPS-denied navigation — Fast-LIO over Livox Mid-360 + EKF2 fusion w/ optical flow
  • Companion-compute split — Pi 5 handles SLAM/AI, Pixhawk owns flight control via MAVLink over GPIO
  • Custom docking base station — autonomous landing + wireless charging for persistent missions
  • Sim-to-real pipeline — algorithms hardened in Isaac Sim & PX4 SITL before flight; synthetic MID-360 LiDAR via CPU raycast for early testing
  • Thermal + RGB AI fusion — Coral TPU object detection + heat-signature pipeline for search-and-rescue digital twin

🤖 Ather Co-Pilot — Unified AI Workspace

RAG-powered AI workspace for real-time PDF & URL analysis.

Stack · Next.js 15 · Gemini 2.5 Flash · Google Genkit · Clerk · Firebase · TypeScript Engineering highlights

  • RAG over multi-document context — embedding store + streaming responses
  • Clerk → Firebase token-minting bridge for secure auth-to-DB identity propagation
  • Persistent chat memory + prompt-driven UX patterns

🎯 Morpheus Management System — Hackathon Logistics Engine

Production system that replaced manual spreadsheets at a 24-hour, 500+ participant national hackathon. 🌐 Live: projectmorpheus.in

Stack · Next.js · MongoDB (Transactions) · Node.js · TypeScript Engineering highlights

  • Rule-driven allocation engine for room/team/track assignment
  • Atomic MongoDB transactions prevent double-booking under concurrent registration load
  • Real-time organizer dashboards + self-service participant flows
  • Idempotent APIs + transactional consistency under load

🌍 Open Source Contributions

Real-world PRs into projects I use and depend on:

Project PR What it did
validatorjs/validator.js #2683 fix Update uz-UZ mobile phone regex — add 5 missing carrier prefixes (33, 50, 55, 77, 88)
Textualize/rich #4123 Docs — remove dead rich-tweets link from README
ToolJet/ToolJet Contribution Low-code dev platform

💡 Filed real bugs, shipped real diffs — not just stars.


📚 More Projects

Project What it is Stack Status
🌱 AgriTrace Circular-economy SaaS — AI waste classification + Razorpay traceability ledger Next.js · Google GenAI · Razorpay · MongoDB Active
🚉 PodFlow Command Nexus Web-based digital-twin simulator for pod-transit networks React · TypeScript · Three.js · WebSockets Launched Mar 2026
🚁 ASCEND Industrial drone surveying + digital twins (LiDAR/photogrammetry/thermal inspection) LiDAR · Photogrammetry · Thermal In development
🤖 Team Imposters — Chakravyuh Bot NN maze-solver + line-follower on Teensy 4.1; RoboRashtra 2026 Runner-Up (₹10k) Teensy 4.1 · Neural Networks · Motor Encoders · C++ Competition Winner
🌾 Telhan Sathi AI oilseed-farming advisory — SIH 2025 National Winner (PS 25273) Python · Django · IoT · PWA National Winner
🔗 Codex (CollabCodex) Real-time collab editor — 50+ concurrent users, sub-50ms sync; published in IRJMETS Next.js · Monaco · Liveblocks · Convex Live
🏙️ CityConnect Civic reporting + on-chain EcoCoin rewards — 1000+ req/s w/ Redis caching Next.js · Django · Solidity · MongoDB Live · Infotsav'25
📊 Kalpataru 2025 Enterprise registration platform — 200+ participants, secure payments Node.js · MongoDB · React · Docker Live
📊 AlgoTrade Autonomous multi-agent NSE/Upstox trader — HMM regime, XGBoost, sentiment, PPO; OutcomeModel + ChargeFilter veto gates Python · Upstox V3 · XGBoost · hmmlearn · stable-baselines3 · SQLite WAL · Flask Phases 0–4 live, runs 24/7
📱 ExpenseTracker v1.2.0 Production RN app — bank SMS parser (10+ Indian banks), glassmorphism UI, OTA via expo-updates, 4-layer dedup sync React Native · TypeScript · Node.js · MongoDB Atlas · Render Daily-use prod
🛰️ iroc-ascend-nav IRoC drone nav sim — synthetic Livox MID-360 LiDAR via CPU raycast, parameterized arena generator Python · NumPy · raycast Phase 13
🚚 MapFleet Logistics Real-time fleet tracking Next.js · Firebase · Google Maps API Live
🧠 Harsh OS (LinkedIn ext.) 4-agent local-AI cognitive layer — Tampermonkey ↔ Ollama (qwen3:14b), drafts 4 reply styles from a local vector DB of my writing, synthetic human-like typing Vanilla JS · Tampermonkey · Ollama · local vector DB v1
🎵 Music Self-hosted YouTube music app using yt-dlp — personal streaming layer, no ads, no Premium JavaScript · yt-dlp Self-hosted
❄️ SmartCooler-IoT ESP32 cooler controller — relay + DHT22 + DS18B20, auto mode by humidity, ESP32 NVS persistence, Firebase/Vercel dashboard ESP32 · C++ · Arduino · Firebase Deployed
🚁 ASCEND Drone Workshop Scrollytelling drone-workshop site — 40-frame scroll sequence, isometric LiDAR swarm sim on Canvas, glassmorphic SVG anatomy. Live Next.js 14 · TypeScript · Tailwind · Framer Motion · Canvas API · Simplex noise Live
😴 Drowsiness-Detection-System Real-time eye-state drowsiness detector for driver-safety pipelines Python · OpenCV · ML Built

🎓 Education

Bachelor of Engineering (B.Tech) – Computer Science

Sinhgad Institute of Technology (SIT), Lonavala | Sep 2024 – Aug 2027

  • CGPA: 7.18/10.0 | Sem 5 SGPA: 8.05 (21/21 Credits Cleared ✅)
  • 5th Semester Highlights:
    • 🏅 O Grade (10/10): Laboratory Practice I, CN & Security Lab, Seminar & Technical Communication
    • 🔗 Blockchain Honours: O (Practical) + A (Theory) – aligns with IIC Cybersecurity & Blockchain leadership
    • A+ in Distributed Systems | A in Systems Programming & OS
  • Relevant Coursework: Data Structures & Algorithms, Operating Systems, DBMS, Theory of Computation, Distributed Systems, Computer Networks
  • Leadership: Technical Head – Web, Cybersecurity & Blockchain (IIC-SIT)

Diploma in Computer Engineering (First Class with Distinction)

SPM Polytechnic College, Solapur | Apr 2021 – Mar 2024

  • Leadership: General Secretary (Head Boy)
  • Developed foundational expertise in OOP, data structures, and full-stack technologies

ICSE – Class 10 (Science & Computer Applications)

Presentation Convent School, Nerul | Grade: 89%


🎓 GATE Journey

📝 GATE 2026 – Trial Run (Feb 2026)

  • Appeared with minimal preparation to gauge the exam firsthand
  • Key Takeaway: The paper was doable — solved C pointers, Networking logic & Aptitude from core college knowledge alone
  • Reality Check: Realized focused prep of even ~1 month could have made a real difference

🎯 GATE 2027 – Going for the Rank

Target Rank: Top 500
Focus Areas: Distributed Systems, Database Design, Theory of Computation, Computer Networks
Study Resources: Operating Systems (Silberschatz), DBMS (Navathe), Discrete Math (Rosen), Physics Wallah

Trial run is over. Next time, I'm not going for the "experience" — I'm going for the rank. 🔥


🏅 Certifications & Awards

🏆 Key Achievements (receipts attached where available)

  • National Winner: Smart India Hackathon 2025 – First team from SIT Lonavala to win nationally · 📄 certificate · 💼 LinkedIn
  • 🛰️ ISRO Robotics Challenge (IRoC-U 2026) – Shortlisted (Team ID 10144) · 📄 proof
  • Robotics Runner-Up: RoboRashtra 2026 – 1st Runner-Up in Chakravyuh (Maze & Line Solving), ₹10,000 Prize
  • AICTE & MIC Recognition: Selected for Phase II of the IDE Bootcamp (Ministry of Education) · 📄 certificate · 💼 LinkedIn
  • Industry Exposure: Participant – Bentley Systems Illuminate 2026 (Digital Twin / MicroStation / OpenFlows summit)
  • Press Feature: Maval Maza Newspaper – State-level coverage for technical innovation
  • Published Researcher: Research paper on Collaborative Code Editor (IRJMETS, Jan 2024)
  • National Finalist: SIH 2025 National Finals
  • Top 40: PCU Ideathon 2.0 (500+ teams)
  • Open Source: 76 GitHub repositories with 817 contributions in the last year
  • Mentorship: Trained 70+ junior developers

📜 Professional Certifications

  • Embedded Systems & Microcontroller Programming — hands-on at RoboRashtra 2026 (NN inference on Teensy 4.1)
  • Certified Ethical Hacker Bootcamp (ZTM Academy) – Penetration Testing, Kali Linux, OWASP
  • Advanced DSA (Codedamn) – Algorithm optimization
  • Computer Networks Fundamentals (Udemy) – OSI, TCP/IP
  • Web Developer Bootcamp 2025 (Udemy) – Modern web stack
  • Data Science 101 (IBM) – Data analysis & visualization

🎤 Public Speaking & Content

  • ✍️ Dev.to blogdev.to/harshpandhe · 18 posts on robotics, GitHub workflows, system design, Blender for autonomous systems
  • 🏅 Published Researcher – "Collaborative Real-Time Code," IRJMETS, Jan 2024
  • 🎓 Workshop Leader – CODE2LAUNCH (React, Node.js, JS) – 70+ attendees
  • 🎙️ Speaker – Infotsav'25 (CityConnect presentation)

📌 Featured LinkedIn posts


📖 Currently Reading / Learning

  • 📕 Probabilistic Robotics — Thrun, Burgard & Fox (Bayesian SLAM + sensor fusion for IRoC drone)
  • 📗 Eurocode EN 1991-1-4 (wind) + EN 1993-1-1 (steel) — actively wired into Autonomous-Ropeway-Alignment
  • 📘 Upstox V3 API + MarketDataStreamerV3 — AlgoTrade phase-5 WebSocket migration
  • 🦙 Ollama + Llama 3.2 / Phi-4 — AlgoTrade phase-7 local LLM cutover from cloud Gemini
  • 🎓 Blender for robotics — building synthetic training arenas (see dev.to blog)

🌐 Languages & Interests

Languages: 🇮🇳 Marathi (Native) | 🇬🇧 English (Professional) | 🇮🇳 Hindi (Professional) | 🇪🇸 Spanish (Elementary)

Interests: Quantum algorithms (Qiskit), Post-Quantum Cryptography, DeSci, LLM Security, Autonomous Navigation, Robotics Engineering, Embedded AI, Drone Robotics, Gym & Fitness


🤝 Let's Connect

Open to: Open-source contributions (blockchain & distributed systems) · Consulting (blockchain architecture & system design) · Speaking gigs · Research collaborations. Particularly interested in: Web3 infrastructure · Distributed Systems · Quantum-ready Cryptography · Autonomous Robotics.


👾 Pacman Contribution Graph

pacman contribution graph

🎧 Spotify (Recently Played) · 👀 Visitor Count

🚀 What's Next?

  • ✅ Publish RoboRashtra technical deep-dive — LinkedIn post
  • ✅ Build local-first multi-agent AI extension — Harsh OS
  • IRoC-U 2026 Elimination Round — clear it
  • Ship Autonomous-Ropeway-Alignment v2.0 (Phase 16 outreach + Phase 17 industry validation)
  • AlgoTrade phase 5–7 — Upstox V3 WebSocket + Ollama local LLM cutover
  • Open-source the Maze Solver NN training pipeline & firmware
  • GATE 2027 — top-500 rank 🎯
  • Speak at robotics / Edge AI conferences

Follow my journey on LinkedIn & GitHub


"Always building, learning, and sharing across blockchain, AI/ML, cloud, web, and cybersecurity."

github-snake

📍 Location: Navi Mumbai, Maharashtra, India
🌐 Website: harshpandhe.com
📧 Email: harshpandhehome@gmail.com | 📱 Phone: +91-7208783332

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    A powerful, modern collaborative code editor built with Next.js, Monaco Editor, and Liveblocks. Designed for seamless real-time collaboration, perfect for pair programming, code reviews, team devel…

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  2. Project-Morpheus Project-Morpheus Public

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  3. TelhanSathi-SIH2025 TelhanSathi-SIH2025 Public

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    🛠️ Computer Science @ SIT Lonavala | Architecting custom blockchains, training neural networks for autonomous robots, and building scalable full-stack solutions. Lead Organizer of Project Morpheus …

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