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shemanto27/README.md


📥 Download My Updated Resume

Download Resume (Click Here!)


My Tech Skills

Languages

Python JavaScript TypeScript C/C++(Embedded)

Frontend Technologies- Web + Mobile App

React ReactNative Tailwind CSS HTML5 CSS3

Backend Technologies

Django Redis Celery Websocket RabbitMQ Kafka Elasticsearch

IoT & Embedded Systems

ESP IDF MQTT FreeRTOS OTA FreeCAD KiCad

Databases & ORMs

PostgreSQL MongoDB Mongoose

AI & Machine Learning

LangChain PyTorch Scikit-learn Pandas

DevOps & Infrastructure

Docker Terraform Ansible AWS Github Actions Linux

Projects in my Portfolio!


Backend, DevOps & AI-Powered Projects

Project Link Timeline Tools Project Description ProjectVideo
WonderTales — AI-Powered Personalized Bedtime Story App (Landing Page, Backend + DevOps) 2025-2026 Django REST, Flutter, ElevenLabs, OpenAI, AWS, Docker AI-powered bedtime story app with parent voice cloning for narration. Built the Django backend, public landing page, and full DevOps pipeline. Live Site
ChefStarz - Cooking App for Kids (Backend + DevOps) 2026 Django REST, PostgreSQL, Docker, AWS A safe cooking app for kids under 13 to upload recipes, photos, and short videos. Features parental controls, content moderation, and secure data handling. YouTube Channel
Menu SideKick - AI Flutter App for Restaurant Menu Check (Backend + DevOps) Oct 2025 - Django REST Framework, Flutter, Docker, AWS, GitHub Actions, OPenAI User choose his health condition, allergies, preferred diet and deails when registering in the app. Later he scan menu in restaurants, AI assist which dishes best fit for him, which not YouTube Channel
FatMapper — AI-Enhanced Facial Fat Grafting Analysis (Full Stack + DevOps) 2026 Deep Learning, Full Stack, Docker, AWS Deep learning model to find facial hollowness. State-of-the-art clinical decision-support tool for licensed medical professionals. Live Site
MindGlow - AI Introspection & Reflection App (Backend + DevOps) 2026 Django REST, AI/LLM, PostgreSQL, Docker, AWS AI-powered reflection app guiding self-awareness through tailored questions. Features configurable prompts, progress tracking, and multi-language support. YouTube Channel

ML, Deep Learning & RAG Systems

Project Link Timeline Tools Project Description ProjectVideo
BanglaFoodViT 2025 Pytorch Bangladeshi Food Classification using Vision Transformer. Built a Vision Transformer (ViT) from scratch using PyTorch YouTube Channel
Credit Risk Modeling of Banking Data 2025 ScikitLearn, XGBOOST Develop a ML model that can accurately predict credit risk for loan applicants based on historical data and financial metrics YouTube Channel
Tax Assist - AI Bangladeshi Tax Expert using LangChain 🔒 2026 RAG System, LangChain, Text Embedding, Vector Database, Kubernetes, Docker, FastAPI AI Tax helper RAG system completly build with microservices structure - separate docker container for each components of RAG pipeline. Ready to scale up with kubernetes YouTube Channel

IoT Projects

Project Link Timeline Tools Project Description ProjectVideo
End-to-End IoT Project using ESP-IDF Room Temperature and Humidity Monitoring Device 2026 ESP32, MQTT, Django, React, Docker, AWS End-to-End IoT Project using ESP-IDF Room Temperature and Humidity Monitoring Device YouTube Channel

mario gif

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  1. One-Click-DRF One-Click-DRF Public

    CLI tool for one click Production-ready Django REST Framework setup. . Considered app will deployed in AWS with CI/CD pipeline(GitHub Actions), Sentry Error tracking, Docker, Ansible, Terraform, Gi…

    Jinja 13 3

  2. eda-helper-py eda-helper-py Public

    🚀MY EDA Helper is a lightweight Python package designed to speed up Exploratory Data Analysis (EDA) for machine learning projects. It provides easy-to-use functions for summarizing datasets, detect…

    Python 1