Passionate and results-driven Senior Software Engineer with a robust background in Deep Learning and Computational Physics. I design and implement production-grade ML systems that solve complex business problems. My expertise spans building scalable software architectures, optimizing ML pipelines, and delivering innovative solutions across diverse domains.
"Good judgment comes from experience, and experience comes from bad judgment." - Fred Brooks, The Mythical Man-Month
| Package | Description | Technologies |
|---|---|---|
| Focal Frequency Loss | Enhanced performance metric for Generational Models | TensorFlow, Python, PyPI |
| Gazebo ROS L515 | Simulated Realsense L515 sensor with ROS in Gazebo (Demo Video) | ROS, Gazebo, C++, Simulation |
| ServifAI | Currently in development | Python, ML, Cloud |
Sharing knowledge and insights with the technical community through in-depth articles:
| Title | Publication | Focus Area |
|---|---|---|
| MCP - an Architectural Inflection Point | Towards AI | AI App Architecture |
| Deep Learning's Greatest Hits (Vol 2) | Towards AI | Deep Learning Research |
| Deep Learning's Greatest Hits (Vol 1) | Towards AI | Deep Learning Research |
| Wild Wild RAG… (Part 1) | Towards AI | Retrieval Augmented Generation |
| Install Cursor as an Application on Linux | Medium | Productivity |
Shared authentic coursework solutions for the following courses::
- Mobile Sensing and Robotics - Updated implementations of advanced robotics algorithms
- Machine Learning Fundamentals - Core ML concepts with practical implementations
- Statistics and Probability in Data Science - Statistical foundations for data science applications
- Senior Software Engineer with expertise in designing and implementing production-grade machine learning systems
- Technical Team Lead coordinating cross-functional teams and delivering complex software solutions
- ML Systems Architect designing and implementing scalable ML infrastructure for enterprise applications
- Robotics Engineer specializing in ROS application deployment on edge computing devices for autonomous systems
- Open Source Contributor developing tools and libraries used by the ML/AI community
- Technical Writer sharing deep technical insights through well-researched articles
"In software engineering, as in life, the quality of your solutions reflects the depth of your understanding."