Python & ML Developer | Data Automation, Web Apps (MERN) & Excel
I build software across three areas: automation/data tools in Python, web applications with the MERN stack, and machine learning systems — including edge deployment (Raspberry Pi, embedded hardware).
Recent work:
Built a YOLOv8n-based object detection system for assistive navigation, trained on a custom dataset (SUN RGB-D + COCO), optimized for real-time inference on Raspberry Pi 4.
Developed a full-stack web portal (SvelteKit frontend) for a gaming community, moving from prototype to a clean, maintainable architecture.
Designed embedded + ML systems for healthcare monitoring — ESP32 firmware, BLE data pipelines, Flask dashboards, and real-time classification models. One of these is patent-pending.
Comfortable with data cleaning, automation scripts, and Excel/CSV processing pipelines in Python (pandas, openpyxl).
I have a CS engineering background and enjoy end-to-end ownership — from hardware/data layer to the final working product. I write clean, documented code and communicate clearly and directly.
Open to: Python scripting/automation, Excel data tasks, ML/CV projects, and MERN web development.