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Md-Emon-Hasan/README.md

Hello, I am Emon Hasan

Hi there! I am Emon Hasan

Machine Learning Engineer • LLM Fine-Tuning Specialist • Data-driven AI Engineer • Agentic AI Systems Architect

Designing data-centric AI systems, fine-tuning large language models, and deploying production-grade intelligent systems.


💫 About Me:

Hi, I'm Md Emon Hasan — an AI/ML Engineer from Dhaka, Bangladesh, building production-grade, multimodal agentic AI systems across text, speech, and vision.

My core strength is fine-tuning LLM — hands-on with LoRA, QLoRA, parameter-efficient fine-tuning, and supervised fine-tuning, alongside instruction tuning, quantization, and inference optimization to adapt models for real-world, domain-specific tasks, with custom datasets and evaluation pipelines built end-to-end. Beyond text, I build multimodal systems: Speech-to-Text voice pipelines, Text-to-Speech for natural conversational AI, and Computer Vision spanning OCR and Vision-Language Models.

I also design agentic AI systems — multi-agent architectures and RAG pipelines with LangChain, LangGraph, and CrewAI, featuring hybrid search, reranking, tool-augmented agents, and long-term memory. With a foundation in both front-end and back-end development, I ship these as reliable, scalable products training, hosting, and serving models on AWS SageMaker, with FastAPI, Docker, Nginx, and automated CI/CD completing the stack.


🔭 LLM Models, Projects and Blogs:

Hugging Face GitHub Medium


🌐 Socials:

Portfolio LinkedIn WhatsApp Email Twitter Instagram Facebook


🛠️ Tech Stack

💻 Core Languages

Python Java JavaScript

🧠 Machine Learning (Classical ML)

Scikit-learn Optuna Boosting Cross-Validation XAI Feature Selection Regularization

🧠 Deep Learning

PyTorch TensorFlow Keras CNN LSTM Transfer Learning RNN GRU

🧠 NLP & Representation Learning

Transformers spaCy NLTK Embeddings Tokenization Attention NER Semantic Search

🤖 Artificial Intelligence & Agentic AI

LangChain LangGraph LangSmith CrewAI RAG Multi-Agent Systems Tool Calling Prompt Engineering

🔥 LLM Fine-Tuning & Training

Fine-Tuning PEFT LoRA QLoRA SFT RLHF DPO Quantization vLLM Instruction Tuning

🧠 Vector Databases & Retrieval

FAISS Chroma Qdrant Redis

📊 Data Science & Analysis

Pandas NumPy Matplotlib Seaborn Plotly EDA Feature Engineering Statistical Analysis Data Cleaning

🗄️ SQL & Databases

MySQL PostgreSQL SQLite

⚙️ Backend & APIs

FastAPI Flask AsyncIO JWT OAuth2

🌐 Frontend

React TailwindCSS Bootstrap HTML5 CSS3 JavaScript

🚀 Cloud, Deployment & MLOps

AWS Render Docker Compose CI/CD Nginx Monitoring Logging


📊 GitHub Stats:

Gɪᴛʜᴜʙ Sᴛᴀᴛs

GitHub Stats

Sᴛʀᴇᴀᴋ Sᴛᴀᴛs

Streak Stats

Tᴏᴘ Cᴏɴᴛʀɪʙᴜᴛɪᴏɴs

Top Contributions

Lᴀᴛᴇsᴛ Pʀᴏᴊᴇᴄᴛ

Latest Project



🏆 GitHub Trophies

GitHub Trophies


✍️ Random Dev Quote


📈 Cᴏɴᴛʀɪʙᴜᴛɪᴏɴ Gʀᴀᴘʜ


Buy Me A Coffee

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  1. MediGenius MediGenius Public

    AI-powered multi-agent medical assistant with a deterministic safety layer — crisis detection, refused-topic hard-stops, dosage grounding, and post-generation diagnosis verification running before …

    Jupyter Notebook 52 13

  2. BookSage-AI BookSage-AI Public

    Hybrid book recommendation system fusing a scikit-learn k-nearest-neighbors collaborative filtering model with a TF-IDF cosine-similarity content model, weighted-average combined and trained on the…

    Python 21 6

  3. Translatica Translatica Public

    Modular monolith serving a LoRA fine-tuned Helsinki-NLP opus-mt-en-es translation model, training about 0.38 percent of parameters on the opus_books corpus, with sentence-aware chunking to avoid si…

    Jupyter Notebook 1

  4. FraudChurn-Nexus FraudChurn-Nexus Public

    Unified ML platform serving two production risk models behind one API, fraud detection using a Logistic Regression pipeline at 92.4 percent accuracy and 0.90 F1, and churn prediction using a five-e…

    Jupyter Notebook 11 4

  5. TrueWealth-AI TrueWealth-AI Public

    AI-powered multi-agent financial advisor system with LangGraph orchestration across nine specialized agents including retrieval, portfolio analysis, market desk, due diligence, and compliance, rout…

    Jupyter Notebook 8 3

  6. InformaTruth InformaTruth Public

    Multi-agent fake news detection system built on a fine-tuned RoBERTa classifier with FLAN-T5 explanations, prompt-injection sanitisation on scraped content, heuristic hallucination-risk scoring, pa…

    Jupyter Notebook 1 1