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abyshergill/README.md

Aby Shergill

Engineer | Hardware : Electrical & Electronic Design | Software Application Enthusiast | Builder from Prototype to scalable systems with hardware and software skills

"Code is like humor. When you have to explain it, it's bad."

I bridge the gap between complex AI models and production-ready applications — designing systems that are secure, efficient, and genuinely useful in the real world.


About Me

  • Senior NPD Engineer.
  • Handle applicaiton software and hardware interaction.
  • Deep interest in LLM inference, computer vision, and turning research-grade AI into deployable tools.
  • I like solving problems I actually run into at work — most of my projects started as "I needed this and couldn't find it"
  • Currently exploring self-hosted LLM infrastructure and privacy-first AI tooling for enterprise environments.
  • Reach me on LinkedIn

Tech Stack & Tools

Category Technologies
Languages C, Rust, Python, JavaScript
AI / ML PyTorch, OpenCV, Scikit-Learn, Ultralytics YOLO
Backend FastAPI, Flask, Django
Database / Cloud PostgreSQL, MongoDB, SQLite, CockroachDB, Docker, GCP
Embedded Systems C, MicroPython
Electrical Systems PLC

🌟 Featured Projects

Stock Pro A sleek, robust, and role-based inventory management system inspired by the Monday.com aesthetic. Built with Flask, TailwindCSS, and Chart.js.

spreadsheet_agent A private spreadsheet assistant built for teams that can't upload sensitive data to third-party AI platforms. Brings AI-assisted spreadsheet work in-house, without compromising company data policies.

inferX_llm_stack A self-hosted, GPU-accelerated LLM inference stack running behind HTTPS. Delivers a ChatGPT-like web interface powered by your own models via vLLM, secured with SSL through Nginx, and backed by PostgreSQL for persistent storage.

File-Sharing-Web-App A lightweight Streamlit app for sharing files via randomly generated access codes — no email threads or direct links required.

EDS_Database_Management A secure data collection application for managing Energy Dispersive X-ray Spectroscopy (EDS) analysis results, integrated with VHX microscopy images.

Ultralytics_YOLO_Object_Detection_Testing_GUI A PyQt5 desktop application for real-time object detection using YOLO. Load a model, tune detection settings, and run inference on media through a clean GUI.


GitHub Stats

Aby Shergill's GitHub streak


🔗 Connect With Me

LinkedIn


Pinned Loading

  1. File-Sharing-Web-App File-Sharing-Web-App Public

    A simple Streamlit-based web app to upload and share files using randomly generated access codes — no email or direct file sharing links needed.

    Python 3 1

  2. spreadsheet_agent spreadsheet_agent Public

    Your Private Spreadsheet Assistant Many AI tools can help with spreadsheets, but your company's rules might not allow you to upload sensitive data to just any online platform – and for good reason!…

    Python 4 1

  3. EDS_Database_Management EDS_Database_Management Public

    A modern, secure data collection application for managing EDS (Energy Dispersive X-ray Spectroscopy) analysis results with VHX microscopy images.

    Python 1

  4. Ultralytics_YOLO_Object_Detection_Testing_GUI Ultralytics_YOLO_Object_Detection_Testing_GUI Public

    This is a desktop application for real-time object detection using the YOLO (You Only Look Once) model build with ultralytics libarary. It's built with PyQt5 for the graphical user interface and Op…

    Python 1

  5. inferX_llm_stack inferX_llm_stack Public

    A self-hosted, GPU-accelerated LLM inference stack running behind HTTPS. This setup gives you a ChatGPT-like web interface powered by your own models via vLLM, secured with SSL through Nginx, and b…

  6. stockpro stockpro Public

    A sleek, robust, and role-based inventory management system inspired by the Monday.com aesthetic. Built with Flask, TailwindCSS, and Chart.js.

    HTML 5