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fyzanahammad/README.md
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β•‘                                                                             β•‘
β•‘   β–ˆβ–ˆβ•—  β–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•—   β–ˆβ–ˆβ•—    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•—  β–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—     β•‘
β•‘   β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•β•β•β•šβ–ˆβ–ˆβ•— β–ˆβ–ˆβ•”β•    β•šβ•β•β–ˆβ–ˆβ•”β•β•β•β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•β•β•β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•—β–ˆβ–ˆβ•”β•β•β•β•β•    β•‘
β•‘   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—   β•šβ–ˆβ–ˆβ–ˆβ–ˆβ•”β•        β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•”β•β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—      β•‘
β•‘   β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•    β•šβ–ˆβ–ˆβ•”β•         β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•  β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•—β–ˆβ–ˆβ•”β•β•β•      β•‘
β•‘   β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—   β–ˆβ–ˆβ•‘          β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—    β•‘
β•‘   β•šβ•β•  β•šβ•β•β•šβ•β•β•β•β•β•β•   β•šβ•β•          β•šβ•β•   β•šβ•β•  β•šβ•β•β•šβ•β•β•β•β•β•β•β•šβ•β•  β•šβ•β•β•šβ•β•β•β•β•β•β•    β•‘
β•‘                                                                             β•‘
β•‘              I'm Fyzan β€” I build AI that actually works.                    β•‘
β•‘                                                                             β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

πŸ€– AI Developer β€’ 🎯 Computer Vision Nerd β€’ πŸ—£οΈ Voice AI Enthusiast

Turning caffeine into YOLO models and real-time AI systems

Portfolio Email LinkedIn


πŸ‘¨β€πŸ’» What I Do

class FyzanAhammad:
    def __init__(self):
        self.name = "Fyzan Ahammad"
        self.role = "AI Developer"
        self.language_spoken = ["en_US", "hi_IN", "ur_PK", "te_IN"]
        
    def say_hi(self):
        print("Thanks for dropping by! Let's build something cool together πŸš€")
    
    def current_obsessions(self):
        return [
            "Training YOLO models that don't hallucinate",
            "Building voice agents that actually sound human",
            "Optimizing models to run on a potato (Jetson Nano)",
            "Making AI do useful things, not just party tricks"
        ]
    
    def achievements_unlocked(self):
        return {
            "πŸ₯ˆ Hackathon Runner-Up": "India's First Intl. Agri Hackathon",
            "🎯 Model Accuracy": "98% segmentation mAP on TrueRice AI",
            "⚑ Speed Demon": "10X inference speed boost on edge devices",
            "β˜• Coffee Consumed": "Too much to count..."
        }

"From concept to production β€” because POCs are overrated."


🎯 Featured Projects

🌾 TrueRice AI System

Advanced rice grain classification with YOLOv11n

  • 98% segmentation mAP, 94% precision
  • 6 rice types classification with dimension analysis
  • Lang-SAM auto-segmentation + SAHI inference

Tech: YOLOv11 Lang-SAM SAHI OpenVINO

β˜• Coffee Quality Analyzer

Comprehensive bean quality assessment system

  • YOLOv11 object detection + segmentation
  • SAHI sliced inference for small defects
  • High-accuracy defect classification

Tech: YOLOv11 SAHI AWS Computer Vision

πŸŽ™οΈ AI Interviewer System

Multi-specialized interview platform

  • 3 specialized interviewers (HR/Tech/Coding)
  • Real-time voice communication + screen sharing
  • Complex tool calling with STT/TTS pipelines

Tech: LiveKit OpenAI Gemini Voice AI

πŸ€– Real-time Voice Agent

Voice agent infrastructure with AI APIs

  • LiveKit + OpenAI TTS/STT/LLM pipelines
  • Gemini vision for screen-sharing
  • Fallback handling & session management

Tech: LiveKit OpenAI Gemini Vision WebRTC

🏭 CNC Machining Automation

AI-powered manufacturing optimization

  • Automated toolpath from 3D CAD files
  • Integration with Fusion 360 & FreeCAD
  • FeatureNet & CADNet implementation

Tech: FeatureNet CADNet Fusion 360 Python

πŸ“Š Spryx GRI Index Automation

Sustainability report analysis system

  • Embedding models + role-based prompting
  • PDF parsing with table extraction
  • Automated compliance analysis

Tech: Embedding Models PDF Parsing LaTeX NLP


🧰 My Toolbox

πŸ€– AI/ML Arsenal

Python PyTorch TensorFlow OpenCV scikit-learn

πŸ‘οΈ Computer Vision Superpowers

YOLO TensorRT OpenVINO SAHI

πŸ—£οΈ Voice AI & NLP Magic

OpenAI LiveKit LangChain Gemini

πŸš€ MLOps & Deployment

Docker FastAPI AWS Git

🌐 Full-Stack Skills

JavaScript HTML5 CSS3 TailwindCSS Flutter


πŸ“Š GitHub Stats (I Promise I Commit)

GitHub Stats GitHub Streak

Proof that I actually code and don't just copy from Stack Overflow πŸ˜‰


πŸ† Cool Stuff I've Done

Achievement Status
πŸ₯ˆ Hackathon Runner-Up India's First Intl. Agri Hackathon
🎯 Model Accuracy Record 98% mAP on production systems
⚑ Speed Optimization 10X faster inference on edge devices
πŸ€– AI Projects Shipped 5+ production-grade systems
πŸ“Š Business Impact $50K+ ROI generated
β˜• Coffee Level Critical β˜•β˜•β˜•

πŸ“ I Write Too (Sometimes)

When I'm not training models, I write about data, AI, and the occasional debugging nightmare:


🀝 Let's Build Something Cool

Got an AI idea? Need someone to turn your ML dreams into reality?

Email Me LinkedIn Portfolio


πŸ’‘ Currently open to:
   β€’ Cool AI/ML projects
   β€’ Computer Vision challenges  
   β€’ Voice AI adventures
   β€’ Open source collabs
   β€’ Or just chat about YOLO models over coffee β˜•

"Code. Train. Deploy. Repeat." πŸ”

Made with πŸ’œ (and lots of β˜•) by Fyzan Ahammad

Building AI that doesn't just work in Jupyter notebooks

Pinned Loading

  1. PDF-Question-Answering-Application-with-Gen-AI PDF-Question-Answering-Application-with-Gen-AI Public

    A Streamlit application that enables users to upload multiple PDF documents and ask questions based on the content of these documents

    Python 1

  2. Life-Saving-Signs-Real-Time-Detection-of-Emergency-Indian-Sign-Language Life-Saving-Signs-Real-Time-Detection-of-Emergency-Indian-Sign-Language Public

    This project is aimed at recognizing and interpreting Indian Sign Language gestures in real-time using Long Short-Term Memory (LSTM) networks. This project leverages deep learning techniques to ena…

    Jupyter Notebook 1 2