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Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

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ahammadnafiz/README.md

Ahammad Nafiz

Tech Stack

Languages

Python C++ SQL

AI/ML Frameworks

PyTorch TensorFlow Scikit-Learn OpenCV

LLM & GenAI

LangChain Hugging Face LlamaIndex

Data Science

Pandas NumPy Matplotlib Seaborn

Development & Deployment

FastAPI Streamlit Docker Git Linux

Featured Projects

Predicta – End-to-end ML pipeline automation platform for EDA, feature engineering, and model selection. Champion, CSE Project Show Spring 2024

Analyzia – Chat-based CSV analysis platform using LangChain agents with query-to-visual pipeline and real-time validation

Personal Knowledge Assistant – Multi-agent RAG system with semantic search, document chunking, and LLM orchestration

YOLOv12 Food Detection – Trained YOLOv12m (19.6M params) achieving 87.7% mAP@0.5 and 151 FPS on Bangladeshi food dataset

EduGen – Curriculum-aligned educational content generator with Manim-powered animations

Experience

AI Intern @ AskTuring.ai | Sep 2025 – Present
Building evaluation systems and optimizing AI infrastructure for production deployment

Head of Research & Development @ UIU Data Science Club | Mar 2025 – Present
Leading AI/ML research, student projects, and organizing industry collaborations

Teaching Assistant @ United International University | Jun 2024 – Jul 2024
Taught OOP in Python to 40+ students, improving average performance by 25%

Recognition

🏆 Champion – IC 6 University Innovation Hub Program (BDT 60,000 pre-seed funding)
🏆 Best Prototype Award – Blockchain Olympiad, UIU CSE Fest 2025 (BDT 20,000)
🥇 Champion – UIU CSE Project Show Spring 2024
🥈 1st Runners Up – Data Innovators Challenge 2024

GitHub Stats

Connect

Portfolio Email LinkedIn Behance

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  1. Predicta Predicta Public

    Predicta: Simplify your workflow with our powerful data analysis and machine learning tool.

    Python 9 3

  2. FizTorch FizTorch Public

    Toy Implementation of PyTorch

    Python 5

  3. Personal-Knowledge-Assistant Personal-Knowledge-Assistant Public

    A RAG-based system for efficiently querying and interacting with your KnowledgeBase

    Python 3 2

  4. EduGen EduGen Public

    AI-Powered Science Education Video Generator

    Python 13 4

  5. Analyzia Analyzia Public

    Talk to your data. Instantly analyze, visualize, and transform

    Python 13 6

  6. Python-Mini-Projects Python-Mini-Projects Public

    This repository contains a variety of mini projects implemented in Python.

    Jupyter Notebook 2