Portfolio

Projects

Hardware robots. ML systems. Autonomous drones. Everything built end-to-end.

Curated Work

Hardware Projects

HardwareFOCSTM32CAN Bus
Quadruped Robot + Custom BLDC Actuators
12-DOF quadruped with custom brushless actuators designed and fabricated in-house. STM32 firmware, AS5600 encoder feedback, CAN-bus multi-joint coordination, <1% current ripple, sub-ms loop latency.
HardwareROS 2Python/C++
Quadruped Servo Robot with ROS 2
12 high-torque servos, PCA9685, compact SBC. Inverse kinematics + gait synthesis in ROS 2 nodes. Contact-aware leg coordination, teleoperation with <50ms end-to-end latency.
HardwareESP32VisionC++
IoT-Based 6-DOF Robotic Arm
ESP32 + PCA9685 arm with vision-based grasping (~90% success rate). ML models interpret sensor feedback. Dynamic path planning tolerates ±15mm positional variance.
DroneYOLOv8CUDAGPU
Scrutsys — Autonomous Surveillance UAV
Custom GPU-accelerated YOLOv8 inference at 30+ FPS. UAV hits 220 km/h with 35+ min flight time. Benchmarked across 8 lighting/angle conditions. Hackathon 2nd place.
IoTMLEnvironment
IoT Kit — Acid Rain Prediction
Real-time pH, SO₂, NO₂ sensor collection. ML classifier with 87%+ prediction accuracy. Live data visualisation dashboard for environmental monitoring.
IoTAWSESP32IEEE
Smart Farming Automation Kit
ESP32 + AWS IoT Core. Soil NPK, temperature, humidity at 500+ points/hr. Python data logging. IEEE published at CCICT 2024.
IoTI2CSafety
Home Automation + Hazard Management
Centralised I2C hub controlling lighting, fans, AV devices. Gas leak, intrusion, burglary detection with <1s alert latency.
HardwareMedicalRobotics
Medical Assisting Robot
Patient monitoring and medication-delivery robot designed for hospital environments. Assists medical professionals in routine tasks.
Software & ML Projects
GANPythonMS-COCODeep Learning
AttnGAN — Text-to-Image Generation
Trained from scratch on 118K MS-COCO images. ~15% FID improvement. Modular pipeline + web UI for real-time text→image generation.
LLMFAISSGPT-3.5RAG
Research RAG System
RAG pipeline over 50+ research PDFs. FAISS + sentence-transformers semantic search. Sub-2s query response. LlamaIndex + GPT-3.5-turbo.
YOLOv8CUDAPython
Scrutsys Video Analysis System
GPU-accelerated YOLOv8 at 30+ FPS real-time detection. 8-condition mAP benchmark. Full project lifecycle from requirements to deployment.
PythonVoice AINLP
DANI — Virtual Voice Assistant
Voice-operated desktop assistant using Python + neural networks. >93% command-recognition accuracy across 200+ test utterances.
PythonFinanceAlgorithm
ORB Trading Strategy
Python implementation of Open Range Breakout trading strategy with backtesting and data analysis.
Intel GalileoHardwareGuide
Getting Started with Intel Galileo Gen 2
Comprehensive guide for Intel Galileo Gen 2 from the original site. The project that sparked everything — from the Ideate for India bootcamp in Calcutta.
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