Skills Projects Contact
Open to Work

Hello , I am Biplob Raihan

Machine Learning Engineer • RAG Systems • AI Agents

I design and deploy machine learning systems that solve real-world problems. My work focuses on Retrieval-Augmented Generation (RAG), scalable ML pipelines, and building AI systems that are reliable, efficient, and production-ready— not just experimental models.

Python numpy pandas Scikit-learn TensorFlow PyTorch LangChain Hugging Face transformer RAG OpenAI API Pinecone FastAPI Pandas NLP Python numpy pandas Scikit-learn TensorFlow PyTorch LangChain Hugging Face transformer RAG OpenAI API Pinecone FastAPI Pandas NLP
Expertise

Skills & Technologies

Core competencies across machine learning, retrieval-augmented generation, and MLOps.

🧠

Machine Learning

Supervised & unsupervised learning, model selection, feature engineering, and pipeline optimization.

Scikit-learn XGBoost Pandas
🤖

Deep Learning

Neural network architectures, transfer learning, NLP transformers, and computer vision models.

PyTorch TensorFlow Hugging Face
🔍

RAG Engineering

Retrieval-augmented generation systems with vector databases, embeddings, and chunking strategies.

LangChain Pinecone ChromaDB
💡

AI Agents

Autonomous agents with tool use, reasoning chains, and multi-step task execution capabilities.

OpenAI API CrewAI Function Calling
🗣️

NLP

Tokenization, sequence models, machine translation, text classification, and sentiment analysis.

Transformers spaCy NLTK
⚙️

MLOps & Deployment

Model serving, API development, containerization, and end-to-end ML lifecycle management.

FastAPI Docker Streamlit
Portfolio

Featured Projects

A selection of ML and AI projects spanning NLP, prediction, education, and agentic systems.

Library Management System
01
Full Stack System Design

Library Management System

A comprehensive library management platform with intelligent book recommendation, automated cataloging, and analytics dashboard for tracking borrowing patterns and inventory optimization.

PythonDjangoPostgreSQLML Recommender
View on GitHub
Neural Machine Translation
02
NLP Kaggle

Neural Machine Translation

Built a transformer-based sequence-to-sequence model for multilingual translation using attention mechanisms.

PyTorchTransformersSentencePieceBLEU Score
View on GitHub
Titanic Survival Prediction
03
Classification Kaggle

Titanic Survival Prediction

Used feature engineering and ensemble models to predict survival with high accuracy.

Scikit-learnXGBoostPandasEnsemble
View on GitHub
Misconception Detection System
04
EdTech NLP

Misconception Detection System

NLP system that detects student misunderstanding using fine-tuned transformers.

Hugging FaceBERTPythonStreamlit
View on GitHub
Autonomous AI Agent
05
AI Agent RAG

Autonomous AI Agent

Multi-tool AI agent with RAG, search, and reasoning capabilities for complex task solving.

LangChainOpenAI APIPineconeFastAPI
View on GitHub
Get in Touch

Let's work
together

Interested in collaborating on ML projects, RAG systems, or AI agent development? I'd love to hear from you.

istiaqmahmud03@email.com