About Me.

I am a ML/AI Engineer with a passion for "tangible" code - software that drives action in the physical world. With a B.Eng in Electronics, I possess a foundational understanding of the hardware constraints that define the physical world - from sensor interfaces to assembly lines. I don’t just design algorithms in isolation; I build intelligent systems that integrate with the machinery, constraints, and environments where they are actually deployed. My mission is to making machines smarter and more efficient.

My career path has equipped me with a rare dual-lens: the technical depth to optimize model performance and the product mindset (from my time in UX) to ensure those models solve real user problems. I am dedicated to engineering the next generation of smart systems, moving beyond theoretical design to create functionality that drives industry forward.

If you can't find me at my computer, I'm either painting, hiking, exploring new places or just enjoying a walk with my dog.

Skills

Machine Learning & Data Science

Python • SQL • Scikit-Learn • Pandas • NumPy • OpenCV • Keras • TensorFlow • PyTorch • CNNs • RNNs • Natural Language Processing • PyAudio

Edge AI & Engineering Concepts

Model Quantization • Latency Optimization • Sensor Data Analysis • Signal Processing Fundamentals • IoT Architecture • System Constraint Analysis

Design & Strategy

Data Visualization • Data Storytelling • User Research • Process Automation • Human Computer Interaction • Design Thinking for AI Solutions • Technical Prototyping

Tools & Platforms

Git/GitHub • Tableau • VS Code • Jupyter • Google Colab • Linux/Bash • Figma

And constantly adding more to my toolkit…