Jannatul Mawa - AI/ML Developer Portfolio

About Me

Motivated Computer Science graduate with hands-on experience in Machine Learning and Deep Learning. Proven ability to develop, train, and evaluate models using Python, TensorFlow, and PyTorch. Passionate about building intelligent systems, especially RAG pipelines and agentic AI.

Skills

Languages

Python, JavaScript (Node.js)

ML/DL Frameworks

TensorFlow, PyTorch, scikit-learn, OpenCV

Data Tools

NumPy, pandas, Git

Cloud & Others

AWS (Basic), GitHub

ERP

Oracle ERP, odoo, Excel, Power BI, SQL

Modules: Inventory, Procurement, Sales, Finance, HR

Work Experience

Intern-ERP

2024(2024-Present)

Managed Purchase & Inventory modules using software ERP
Automated stock tracking, reducing manual errors by 30%
Generated vendor-wise purchase and sales reports
Trained team members on ERP usage
Supported Accounts & Sales team with ERP workflows

Annotator — Product Sense

2024(August to November)

Annotating datasets to support AI and ML projects
Ensured high data quality and accuracy for model training

Research Assistant — International Standard University

2024 – 2025

Conducted literature reviews on emerging CS topics
Assisted in developing and analyzing research models & algorithms
Supported AI, ML, and data science faculty projects

Projects

RAG-based Company Policy Chatbot

Python • Streamlit • RAG • Vector Search

Built an intelligent chatbot that answers questions from internal PDF/text documents using embeddings and retrieval-augmented generation with source citations.

View Code

Ride Sharing Price Prediction System

Python • Scikit-learn • Streamlit

Trained multiple ML models on 100k+ ride records and deployed an interactive price prediction tool.

View Code App Repo

Brain Tumour Detection (Medical Imaging)

Python • PyTorch/TensorFlow • CNN • YOLO

Developed segmentation and detection models on medical imaging datasets with end-to-end training and hyperparameter tuning.

View Code

Explore all projects on GitHub →

Education

B.Sc. in Computer Science & Engineering

International Standard University (ISU) • 2021 – 2025

CGPA: 3.29

Higher Secondary Certificate (HSC)

Chototulagaon Mohila College • 2020

GPA: 4.90