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  • Bangalore, India
  • 19:08 (UTC +05:30)
  • LinkedIn in/jay7788

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Achievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: Quickdraw

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jay7-tech/README.md

🤖 Robotics | AI | DL | CV

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WHO AM I

Robotics & AI Engineer @ BIT Bangalore (CGPA: 8.8/10)

I don't just train models—I deploy them on $50 hardware and test brutally.

🏆 2nd Place at Project Expo
⚡ 2.9× Inference Speedup on ARM through quantization
🤖 98.4% Uptime in production multimodal AI systems
🦾 Quadruped Controller validated in sim → deployed on real hardware

🚀 FEATURED WORK

🤖 MEMO (Neural-OS)

Production AI agent running on edge devices

⚡ 2.9× speedup (160ms→55ms)
🧠 6 concurrent AI pipelines
📊 98.4% uptime (72-hour test)
🔋 Runs on Raspberry Pi

Stack: YOLOv8 • Whisper • Phi-2 • RAG • FAISS

🧠 Cognis

LLM optimization with pattern mining

📉 40-60% query reduction
⚡ Sub-200ms retrieval
🔒 100% local (zero cloud)
🎯 Novel algorithm (my IP)

Stack: Llama-3 • FAISS • FastAPI • n-gram mining

🛒 YOLOmart

Autonomous shopping cart (Competition Winner)

🏆 2nd/150+ teams nationally
📹 20 FPS @ 92% mAP
🔋 8-hour battery life
📱 Full-stack deployment

Stack: ESP32 • YOLOv8 • React Native • Firebase

🦾 Robotics @ Sirena AI

Research & Development Intern Quadruped & humanoid control systems, AI Pipelines

🤖 IK (Jacobian-based)
🎮 12-state FSM controller
🏃 0.5 m/s stable locomotion
✅ Sim-to-real validated

Stack: PyBullet • C++ • ROS • Real hardware • Simulations • Computer Vision

💻 TECH STACK

Python C++ PyTorch TensorFlow OpenCV ROS Docker FastAPI React Git

Specializations: Edge AI Optimization • Robotics Control • LLM Systems • Computer Vision • Machine Learning• Deep Learning

📊 GITHUB STATS

🎯 WHAT I DO DIFFERENTLY

🏭 Production First

Most demo.
I ship.

✅ 98.4% uptime
✅ 72-hour stress tests
✅ Real-time pipelines
✅ Software development ✅ Complexity reduction ✅ Hardware validated

🤖 Hardware Deployed

Not just simulate.
I deploy.

✅ Quadruped robots
✅ Real locomotion
✅ Sim-to-real transfer
✅ Actual walking systems

🏆 ACHIEVEMENTS

Achievement Impact Date
🥈 GlitchVerse 2k25 Runner-Up Dec 2025
🎖️ Anveshana National Finalist Top teams across India Feb 2025
⚡ 2.9× Optimization Real hardware deployment Jan 2026
🤖 Production AI System 98.4% uptime validated Jan 2026
🎓 Top 10% Academic 8.8/10 CGPA in Robotics & AI Ongoing
# Research and Development Intern @ Sirena Robotics Jan 2026

💡 ASK ME ABOUT

``` 🚀 Edge AI │ Deploying YOLOv8 on ARM • INT8 quantization • ONNX optimization 🤖 Robotics │ IK solvers • FSM gait control • Sim-to-real transfer 🧠 LLM Systems │ RAG pipelines • FAISS search • 4-bit quantization ⚡ Optimization │ 2.9× speedup • Memory reduction • Production reliability ```

🤝 LET'S COLLABORATE

I'm seeking research/Ai-ML/Data internships

Interested in:

  • Embodied AI & vision-language-action models
  • Legged robotics & safe control theory
  • Edge AI optimization & deployment
  • Multimodal systems for human-robot interaction

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