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ShahirAnsari/README.md

Typing SVG

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whoami

class ShahirAnsari:

    role        = "ML Engineer  &  Computer Vision Specialist"
    location    = "Delhi, India  ๐Ÿ‡ฎ๐Ÿ‡ณ"
    focus       = [
        "Object Detection",   # YOLOv8 / Mask R-CNN
        "OCR & Document AI",  # Handwriting, Aadhaar extraction
        "NLP & Chatbots",     # HuggingFace Transformers
        "ML Pipeline Design", # Training โ†’ Deployment
    ]
    stack       = ["YOLOv8", "PyTorch", "TensorFlow", "OpenCV",
                   "HuggingFace", "Keras", "scikit-learn", "Docker"]
    building    = "AI systems that see, read & understand the world"
    fun_fact    = "Trained a bot to play CS:GO โ€” it outperforms me now ๐Ÿ’€"

    def say_hello(self):
        return "Let's build something intelligent. ๐Ÿค"


Tech Stack




Selected Projects

๐Ÿชช Aadhaar Card Extraction

YOLOv8-powered document intelligence pipeline that detects and extracts key fields (name, DOB, UID) from Aadhaar card images with bounding-box precision.

YOLOv8 OpenCV OCR Python

Repo

โœ๏ธ Handwriting OCR

End-to-end OCR system for reading handwritten text from images โ€” applicable to number plate recognition, form digitisation, and field surveys.

OpenCV OCR Image Processing Python

Repo

๐Ÿค– Telegram AI Chatbot

A production-ready Telegram bot powered by HuggingFace Transformers โ€” processes user messages through an NLP pipeline and responds in real time.

HuggingFace Transformers Telegram Bot API Python

Repo โญ 1

๐ŸŽฎ CS:GO AI Aimbot

Trained a YOLO model on in-game screenshots to detect and target enemies in real time. A wild experiment where the bot eventually outperformed its creator.

YOLOv8 Real-time Detection PyTorch Python

Repo โญ 7 ยท ๐Ÿด 2

๐ŸŽฌ Movie Recommendation Engine

Content-based and collaborative filtering recommender system built with pandas and scikit-learn. Suggests films based on genre, cast, and viewing history.

scikit-learn Pandas Jupyter Notebook ML

Repo โญ 2

๐ŸŽญ Mask R-CNN โ€” Instance Segmentation

Implementation of Mask R-CNN (Matterport) on Keras + TensorFlow for pixel-level object detection and instance segmentation on custom datasets.

Mask R-CNN TensorFlow Keras Python

Repo



Current Focus

  MULTIMODAL AI        โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘  Vision + Language models
  DOCUMENT INTELLIGENCE  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  Layout parsing, form extraction
  ML PIPELINE DESIGN   โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  Training โ†’ serving โ†’ monitoring
  EDGE DEPLOYMENT      โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘  Real-time detection on edge devices


System Metrics

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Contribution Graph



Connect

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// built with intent ยท powered by curiosity ยท driven by data

Pinned Loading

  1. AdhaarCardDetailsExtraction AdhaarCardDetailsExtraction Public

    Repository trained in YOLOv8 to detect and extract adhaar card details.

    Python

  2. TelegramChatbot-Using-Hugging-face-Transformers TelegramChatbot-Using-Hugging-face-Transformers Public

    This project was build to create a Telegram bot that uses hugging Face Transformers to process text and reply.

    Python 1

  3. HandWritingOCR HandWritingOCR Public

    The aim of the project is to read words from an image and can be used in any scenarios like read numer plates from a vehicle or just read text from any image.

    1

  4. CSGO_Aimbot CSGO_Aimbot Public

    Train yolo model on cs go game images to detect and shoot enemies

    Python 7 2

  5. Movie_Recommendation Movie_Recommendation Public

    Built Movie recommendation engine

    Jupyter Notebook 2

  6. Mask_RCNN Mask_RCNN Public

    Forked from matterport/Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    Python