Work Experience
My professional journey in data science and AI engineering
Data Science & Research Intern
Indian Space Research Organization (ISRO)
Jul 2023 - Dec 2023
- GNSS Positioning Research: Developed Adaptive Kalman Filter (MLE), improving navigation accuracy by 37% and reducing noise by 30%.
- Simulation & Hybrid Systems: Simulated Moving Window Average (87% accuracy) and built hybrid GNSS system (Least Squares + Random Forest) for 4.48m positional accuracy.
Associate Full Stack AI Engineer
AI Alpha Tech
Jun 2024 - Present
- EdgeCam & Industrial Object Tracking (SaaS): Unified edge-to-cloud tracking system using C++ daemons on Raspberry Pi 5 and React/SaaS on AWS. Achieved 30+ FPS real ime detection and autonomous inventory management, reducing shrinkage by 40% and manual oversight by 80%.
- Chairman Saheb App Chatbot (SaaS): Conversational chatbot with tutorial mode that dynamically generates guides and interacts with the UI to navigate and assist users in real-time.
- Taparia Tools Manufacturing and Packaging Optimization: Optimized manufacturing and packaging workflows using prescriptive analytics and NVIDIA cuOpt. Leveraged WILP for mathematical modeling and Microsoft Azure ML for cloud-scale data analysis.
- Identity Verification & Anti-Spoofing System (SaaS): Identity verification & anti-spoofing system (92-95% accuracy). Deployed on Android/Docker to prevent presentation attacks.
- Vehicle Detection & ANPR System: Real-time ANPR & vehicle detection (YOLOv8, OCR). Implemented custom CNNs for >90% accuracy.
- Physiotherapy Pose Detection: Real-time exercise monitoring system with angle calculations and form correction, providing 95%+ landmark detection accuracy.