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moontasirabtahee/README.md

M A Moontasir Abtahee

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🌟 About Me

I am a Computer Science & Engineering Graduate from BRAC University (February 2025). My final thesis, "Using NASA's Night Light Data to Analyze the Poverty Index in Bangladesh", was awarded an A grade by a three-panel defense.

My technical focus lies at the intersection of AI/ML (Computer Vision, NLP), Geospatial Remote Sensing, and Web Engineering. I develop robust SaaS platforms, build multi-agent LLM orchestrations, and perform spatial clustering/classification on satellite imagery.

  • πŸŽ“ B.Sc. in CSE | BRAC University (CGPA: 3.13/4.00, VC List Honour)
  • 🌐 IELTS Academic | Overall Band 7.0 (C1 Level) - Jan 2026
  • πŸ€– Co-Founder | Onushondhani Lab (Volunteered teaching Python & AI/ML during COVID-19)
  • πŸ› οΈ Ex-Head of 3D Design | BRACU DUBURI (Bangladesh's first AUV team competing at RoboSub)

πŸ“Š GitHub Analytics

Moontasir's GitHub Stats Top Languages

πŸ› οΈ Technology Stack & Tools

Category Technologies
Languages Python PHP JavaScript TypeScript HTML5 CSS3
AI / ML & NLP TensorFlow Keras OpenCV scikit-learn LangChain LlamaIndex FAISS
Web Frameworks React Laravel Flask FastAPI Django
Data & GIS MySQL PostgreSQL SQLite GDAL GeoPandas
DevOps & Automation Docker n8n Git Redis Supabase

πŸŽ“ Academic Research & GIS Projects

Project Name Objective / Problem Solved Core Stack Repository
Poverty Index Analysis (Thesis) Classifies 7 levels of poverty strata in Bangladesh by combining NASA's VNP46A4 VIIRS night-light satellite imagery with Demographic and Health Survey (DHS) data. Python, GDAL, Scikit-learn (Gradient Boosting: 63.75% acc) πŸ”— Repo
LULC Saint Martin Island Performs multi-temporal Land Use/Land Cover change detection for Saint Martin Coral Island using 8-band PlanetScope SuperDove imagery (3m). Python, GDAL, K-means, DBSCAN, Jupyter πŸ”— Repo
Plant Species Recognition Multi-class Convolutional Neural Network classifying 176 plant species (house plants, vegetables, crops). TensorFlow, Keras, VGG16 (94.23% acc), InceptionV3, ResNet50 πŸ”— Repo
Healthcare Telemedicine App A role-based digital clinic & medical shop with e-prescriptions, appointment scheduling, and order tracking. Flask, SQLAlchemy, WTForms, Jinja2 πŸ”— Repo
OpenGL Photosynthesis Interactive 2D PyOpenGL scene simulating photosynthesis formulas with animations & particles. PyOpenGL, GLUT, Python πŸ”— Repo
Federal Bank of BRACU Multi-role core-banking system simulation. Audited for 8 security issues including password safety. PHP 8.x, MySQL, Bootstrap 4, jQuery πŸ”— Repo

⚑ Independent SaaS & Multi-Agent Builds

Project Name Objective / Problem Solved Core Stack Repository
Multilingual RAG System End-to-end PDF retrieval & answering pipeline for scanned Bengali documents with OCR, translation, and vector search. LangChain, FAISS, Tesseract OCR, Qwen3-32b (via Groq API) πŸ”— Repo
Multi-Agent Triage System Enterprise-grade ticket triager and auto-responder integrating Cloud VPS, local RAG, pgvector, and Slack human-in-the-loop approvals. Django, LlamaIndex, Ollama (Gemma2), pgvector, n8n πŸ”— Repo
SwarmWarm SaaS A multi-tenant peer-to-peer cold email warmup system with secure credential encryption and celery task scheduler. FastAPI, Celery, Redis, networkx (bipartite matching), Ollama πŸ”— Repo
TechFlow Hub Autonomous blogging platform parsing scientific papers (arXiv) and publishing human-like tech reviews section-by-section. React 19, TypeScript, n8n, Ollama, Supabase πŸ”— Repo
BANcat Platform Headless CMS and client portal for the Bangladesh Cancer Aid Trust for donation and patient management. Laravel 10 (REST API), React 18, MUI v5, React Query, Docker πŸ”— Repo
AI Weather Analyzer Desktop forecasting tool with Linear Regression predictions, OpenWeatherMap integration, and caching. Python, Tkinter, Scikit-learn, Matplotlib πŸ”— Repo
Advanced Image Editor Desktop utility for batch resizing, rotation, grayscale, blur, sharpen, and edge detection operations. Python, Tkinter, OpenCV, NumPy, Threading πŸ”— Repo

🧩 Competitive Programming & Problem Solving

I regularly practice data structures, algorithmic complexity, and logical constraints across multiple judges.

  • LeetCode Solutions (47+ problems): Array transformations, LinkedLists, Binary Tree operations, Matrix rotations. πŸ“ Repo
  • CodeAbbey (20+ problems): Custom stdin/stdout parser problems, stack bracket validations, hashing, and numeric algebra in Python. πŸ“ Repo
  • CodingBat Python: Recursion limits, logic puzzles, and string indices. πŸ“ Repo
  • URI Online Judge (Beecrowd): Math-based problem solving. πŸ“ Repo
  • Toph.co: Bangladeshi competitive programming platform tasks. πŸ“ Repo

πŸ“œ Professional Credentials

🌐 Language Proficiency

  • IELTS Academic (Jan 2026): 7.0 (C1) | Listening: 7.5, Reading: 7.5, Speaking: 7.0, Writing: 6.0 (TRF: 25BD519183ABTM001A)

πŸŽ“ Verified Certificates

  • Data Collection and Processing with Python | University of Michigan (Coursera) πŸ” Verify
  • Python Functions, Files, and Dictionaries | University of Michigan (Coursera) πŸ” Verify
  • Python Data Structures | University of Michigan (Coursera) πŸ” Verify
  • Using Python to Access Web Data | University of Michigan (Coursera) πŸ” Verify
  • Programming for Everybody (Python) | University of Michigan (Coursera) πŸ” Verify
  • Computer Vision: Image Basics with OpenCV | Coursera Project Network πŸ” Verify
  • Real-Time Object Detection with YOLOv3 | Coursera Project Network πŸ” Verify
  • Computer Vision Basics | University at Buffalo (Coursera)
  • Python 3 Master Course | OOP, Advanced Scripting & Optimization
  • Git from Basics to Advanced | Branching, merging, collaborative workflows
  • Presentation Skills Program | TARC Residential Semester 2019 (12-week intensive rhetoric training)

πŸ’‘ "The best way to predict the future is to build it." Feel free to reach out for collaborations!

Moontasir Abtahee Β© 2025-2026. All rights reserved.

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  1. LULC-Change-Detection-Using-Unsupervised-Clustering-of-Saint-Martin-Bangladesh LULC-Change-Detection-Using-Unsupervised-Clustering-of-Saint-Martin-Bangladesh Public

    Jupyter Notebook

  2. moontasirabtahee.github.io moontasirabtahee.github.io Public

    TypeScript

  3. Multilingual-Bangla-English-RAG-System Multilingual-Bangla-English-RAG-System Public

    Jupyter Notebook

  4. Poverty-Analysis-Using-Nasa-NTL-Data-VNP46A4 Poverty-Analysis-Using-Nasa-NTL-Data-VNP46A4 Public

    Jupyter Notebook

  5. SwarmWarm SwarmWarm Public

    Python

  6. The-Multi-Agent-Customer-Operations-Triage-Auto-Responder The-Multi-Agent-Customer-Operations-Triage-Auto-Responder Public

    Python