Hey, I'm
Ashwin Baduni
AI Engineer @ MihawkAI
I design and deploy production AI systems that solve real business problems — from multi-stage agentic pipelines with intelligent routing to real-time computer vision for safety-critical applications. I bridge the gap between cutting-edge research and scalable, revenue-generating solutions.
Work Experience
MihawkAI
CurrentBuilding production agentic AI systems for enterprise applications.
- Designed multi-stage agentic pipelines (Planner → Executor → Summarizer) for controllable AI reasoning
- Built dual-path intent routing systems for conversational vs data-retrieval modes
- Implemented tool orchestration layer with search and relational backend integration
- Developed real-time video analysis pipelines for safety-critical CV applications
National Informatics Centre
Developed AI-powered chatbot for nationwide vehicle registration support.
- Built NLP chatbot with LLM integration and real-time analytics
- Engineered scalable FastAPI backend with security features
- Created interactive dashboards for user insights
GMDA
Modernized internal dashboard for city infrastructure planning.
- Redesigned frontend with responsive Bootstrap UI
- Automated data workflows and built RESTful APIs
Featured Projects
Video Motion Amplification
Award-winning non-contact vibration analysis system. Uses self-supervised learning to detect imperceptible motions in video, enabling predictive maintenance without physical sensors. Features ROI selection, optical flow processing, and FFT-based frequency analysis.
Tech Stack
Languages
Python
C / C++
Java
JavaScript
SQLAI / ML
PyTorch
TensorFlow
OpenCV
NumPyWeb / Backend
FastAPI
Flask
React
Node.js
BootstrapDevOps / Tools
Docker
Linux
Git
AWS
JupyterWhat I Do
Multi-stage pipelines, intent routing, tool orchestration, structured outputs
Real-time video analytics, action recognition, motion amplification, YOLO
NLP, time-series analysis, data visualization, dashboard chatbots
Awards & Achievements
Smart India Hackathon (SIH)
Winner
National-level hackathon victory for Video Motion Amplification — a non-contact vibration analysis system for predictive maintenance.
Indian International MUN (IIMUN)
High Commendation
Recognized for exceptional diplomacy and debate skills at one of India's largest Model United Nations conferences.
Scindia School MUN (SCIMUN)
Special Mention
Acknowledged for outstanding committee participation and negotiation capabilities.
Let's Build Something Amazing
I'm always interested in discussing new opportunities, AI projects, or just connecting with fellow engineers.