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tashfeen786/README.md

Hi, I'm Tashfeen Aziz πŸ‘‹

AI/ML Engineer Β· Python Backend Developer Β· Generative AI & RAG Systems


πŸ‘¨β€πŸ’» About Me

tashfeen = {
    "role"      : "AI/ML Engineer & Python Backend Developer",
    "location"  : "Pakistan πŸ‡΅πŸ‡°",
    "education" : "BS Information Technology (2025)",
    "focus"     : ["Generative AI", "RAG Systems", "Computer Vision"],
    "stack"     : ["Python", "LangChain", "FastAPI", "YOLOv12", "Groq"],
    "learning"  : ["PyTorch Deep Learning", "LLM Fine-tuning", "MLOps"],
    "available" : "Open to AI Engineer & Python Backend roles πŸš€"
}
  • πŸ€– Building RAG systems with LangChain, HuggingFace & Groq API
  • πŸ‘οΈ Developing Computer Vision apps with YOLOv12 & OpenCV
  • πŸ”₯ Completed PyTorch β€” ANN, CNN, LSTM, RNN, Transfer Learning & Optuna
  • ⚑ Creating FastAPI backends for production AI applications
  • 🧠 Exploring LLM integrations, prompt engineering & AI automation
  • πŸ“š 39 repos β€” consistently building & shipping

πŸš€ Hero Projects

πŸ€– CryptoChat β€” RAG-Based AI Crypto Investment Assistant

LangChain Β· Groq (LLaMA3) Β· HuggingFace Β· PostgreSQL Β· Binance API Β· FastAPI Β· Next.js

Full-stack GenAI platform combining RAG pipeline with live crypto market data to deliver personalized investment guidance.

View Project


πŸͺ– HelmetEye β€” AI Traffic Surveillance System (FYP)

YOLOv12 Β· OpenCV Β· OCR Β· FastAPI Β· Next.js Β· TypeScript Β· PostgreSQL

Real-time traffic surveillance β€” detects helmet violations & extracts number plates automatically using computer vision.

View Project


🧠 STEMETA Internship β€” 9 Real-World ML Projects

Scikit-learn Β· NLP Β· SMOTE Β· Flask Β· Healthcare Β· FinTech Β· Telecom

9 production-level ML projects from AI/ML internship β€” fraud detection, churn prediction, NLP classifier, Flask API deployment.

View Projects


πŸ”₯ PyTorch β€” Complete Deep Learning Repository

ANN Β· CNN Β· LSTM Β· RNN Β· Transfer Learning Β· Optuna Β· GPU Training

Complete PyTorch journey β€” from tensors to transfer learning with Fashion MNIST, hyperparameter tuning and GPU optimization.

View Project


πŸ› οΈ Tech Stack

πŸ€– Generative AI & LLM

LangChain HuggingFace Groq RAG Prompt Engineering

πŸ‘οΈ Computer Vision

YOLOv12 OpenCV MediaPipe

βš™οΈ Backend & APIs

Python FastAPI Pydantic PostgreSQL

πŸ”₯ Deep Learning

PyTorch TensorFlow Scikit-Learn Optuna Pandas NumPy

πŸ› οΈ Tools

Git GitHub Docker N8N Jupyter


πŸ“Š GitHub Stats


πŸ“ All Repositories

Repository Description Stars
πŸ€– Crypto_ChatBOt_system RAG-based AI crypto assistant ⭐
πŸͺ– HelmetEye YOLOv12 traffic surveillance FYP ⭐
🧠 STEMETA_Intership_Projects 9 real-world ML projects ⭐
πŸ”₯ PyTorch Complete DL β€” ANN, CNN, LSTM, Transfer Learning ⭐
🦜 LangChain LangChain hands-on learning ⭐
πŸ“š 100DaysOfMachineLearning 100 days ML journey ⭐
πŸ₯ PatientsManagementSystem FastAPI + ML insurance predictor ⭐
πŸ›‘οΈ Pydantic Pydantic v2 deep dive ⭐
🐍 Python_Programming Python fundamentals to FastAPI ⭐
🧩 DSA_With_Python DSA problems in Python ⭐
πŸ’³ LoanApprovalPrediction ML loan status classifier ⭐
πŸ›οΈ CustomerSegmentation K-Means + DBSCAN clustering ⭐
πŸ“ˆ SalesForecasting Walmart sales time series ⭐
😷 Face_Mask_detection Real-time face mask detection ⭐
😊 Facial_Emotion_Detection_system Emotion detection CV system ⭐
🎯 RealTimeObjectDetection Real-time object detection ⭐

🌐 Connect With Me


"I don't just train models β€” I build complete AI systems that solve real problems."

Open to AI Engineer, ML Engineer & Python Backend roles πŸš€

Pinned Loading

  1. Crypto_ChatBOt_system Crypto_ChatBOt_system Public

    πŸ€– RAG-based AI crypto investment platform | LangChain Β· Groq LLaMA3 Β· HuggingFace Β· Binance API Β· FastAPI Β· Next.js Β· PostgreSQL

    Python

  2. HelmetEye HelmetEye Public template

    πŸͺ– AI-powered traffic surveillance system using YOLOv12 for real-time helmet detection & OCR-based number plate recognition | FastAPI + Next.js

    TypeScript 2

  3. STEMETA_Intership_Projects STEMETA_Intership_Projects Public

    🧠 9 real-world ML projects from AI/ML internship at Stemeta.ai | Classification · NLP · Fraud Detection · Flask API | Python · Scikit-Learn

    Jupyter Notebook 2

  4. PyTorch PyTorch Public

    πŸ”₯ Complete PyTorch deep learning β€” Tensors, ANN, CNN, LSTM, RNN, Transfer Learning & Optuna | GPU Training | Fashion MNIST | Python

    Jupyter Notebook

  5. Python_Programming Python_Programming Public

    🐍 Complete Python course β€” Functions, OOP, Decorators, FastAPI Routers, HTTP Methods & AI API Integration | 58+ commits | Jupyter Notebooks🐍 Complete Python course β€” Functions, OOP, Decorators, Fas…

    Jupyter Notebook 2

  6. 100DaysOfMachineLearning 100DaysOfMachineLearning Public

    πŸ“š 100-day hands-on ML journey covering EDA, feature engineering, preprocessing & deep learning | Python Β· Scikit-Learn Β· Jupyter Notebooks

    HTML