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ishar06/README.md

Ishardeep Singh Banner

$$CSE$$ $$AIML$$ $$Undergraduate$$ $$·$$ $$Technical$$ $$Head,$$ $$MLOps$$ $$Open$$ $$Source$$ $$Chandigarh$$

Computer Science undergraduate specializing in AI & ML at Chitkara University. Curious about how systems work under the hood, whether that's a machine learning pipeline or a Rubik's Cube.


🔭 Currently

  • Leading ML-Ops efforts at Open Source Chandigarh — integrating models into CI/CD pipelines and building deployment workflows for a 5+ contributor team.
  • Building foundational iOS development skills (Swift, moving into SwiftUI) at Chitkara's iOS App Development Centre.
  • Open to internship opportunities in ML/AI or full-stack development.

💼 Experience

Technical Head, ML-Ops — Open Source Chandigarh (2025 – Present)

  • Instituted model deployment workflows covering versioning, reproducibility, and rollback.
  • Mentor contributors on ML deployment practices and experiment tracking.

Web Development Intern, MERN Stack — Immanent Solutions (Jun 2025 – Jul 2025)

  • Worked under the development lead across full-stack builds (MongoDB, Express, React, Node.js), learning how a client-facing web ecosystem is architected end to end.
  • Debugged internal-scope backend and frontend components under senior review.

🛠️ Tech Stack

Languages Python Java C++ Swift JavaScript SQL

ML / AI Scikit-learn TensorFlow Keras OpenCV MediaPipe NLTK

Web & Backend Django Flask Node.js Express.js React

Data Pandas NumPy Matplotlib Seaborn Power BI

Cloud & Tools AWS Microsoft Azure PostgreSQL MongoDB Git Render


🚀 Projects

Project What it does
Vajra Fraud-detection classifier on 17.8K job listings — SMOTE + threshold tuning to lift precision from ~51% to ~77%
CheckInPlus Facial-recognition attendance system on Django + AWS Rekognition
FormulaFever F1 analytics dashboard — FastF1 data, a race-win predictor, and an LLM chatbot via Groq
Sportify E-commerce platform shipped in parallel Flask and Django implementations
PopShot Real-time, webcam-based gesture game using OpenCV + MediaPipe
MyDiary Private journaling app on Django with rich-text editing and mood tagging

🏅 Recognition

  • Semi-Finalist, Build With India (Google) — top 5,000 of 25,000+ teams
  • Semi-Finalist, Hack With Her 4.0 (IEEE) — top 30 of 700+ teams
  • Finalist, HackIndia 2025 — top 50 of 500 teams
  • Microsoft Certified: AI-900 AZ-900 DP-900

🎯 Beyond Code

Usually recharging with badminton or basketball, occasionally lost in a Rubik's Cube, and almost always have some anime queued up.

Pinned Loading

  1. FakeJobPostingDetector FakeJobPostingDetector Public

    VAJRA -- a fake job posting detector

    Jupyter Notebook 2

  2. PopShot PopShot Public

    PopShot is an interactive computer vision game built using Python and OpenCV, where players use real-time hand tracking to pop floating balls on the screen with their fingers. MediaPipe’s hand gest…

    Python 1

  3. FormulaFever FormulaFever Public

    Formula 1 data platform for analysis & community. Features a Chatbot, multiple API integrations (Ergast, FastF1), and a data science stack (pandas, scikit-learn, Plotly).

    HTML 1 1

  4. CheckInPlus CheckInPlus Public

    CheckInPlus is a modern attendance management system powered by facial recognition. It provides a secure, automated, and contactless solution to streamline check-in processes for schools and busine…

    HTML 1

  5. Sportify_EcommerceWebsite Sportify_EcommerceWebsite Public

    Sportify is a fully functional e-commerce website built using Python, Flask, Django, designed to provide a seamless online shopping experience for sporting equipment and gear. It includes dynamic f…

    HTML 1 2

  6. MyDiary MyDiary Public

    MyDiary is a Django-based personal diary web app with secure login, daily entries, mood tracking with emojis, search and edit features, and SQLite storage. Users can format text, view past entries,…

    HTML 1