About Me
I am a senior lead AI/ML engineer at Apple where I focus on AI and ML. My AI work involves developing generative AI and agentic AI systems engineering. My ML work involves deep-learning for hardware design and on-chip machine learning for real-time sensing. Through research and industry deployment/adoption, I push the frontiers of AI/ML and engineering. I also have a deep interest in robotics and sensor systems.
AI/ML Expertise
Transformers
Generative AI (GenAI)
Agentic AI for Engineering
Time Series Forecasting
Real-Time Learning
AI-Driven Design
Physics-Informed Machine Learning
Real-Time On-Device Sensing
Fine-Tuning & Optimization
Languages and Tools
Python
C / C++
Swift
R / Matlab
PyTorch
SciKit-Learn
LangChain
Amazon Web Services
Apache Airflow
Kubernetes
Flask, Streamlit, Dash
Cirq (Google Quantum AI)
Technical Skills
Software Architecture
Embedded Systems
Hardware/Software Co-Design
Automation
Instrumentation
System Design/Integration
Test & Calibration
Project Management
Mass Scaling and Deployment