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  • SparkTech AI Agency
  • Bangladesh
  • 06:08 (UTC +06:00)
  • LinkedIn in/shemanto

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shemanto27/README.md


πŸ“₯ Download My Updated Resume

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My Tech Skills

Languages

Python JavaScript TypeScript Go

Frontend Technologies

React Tailwind CSS HTML5 CSS3

Backend & Caching

Django Node.js Express.js Redis Celery

Databases & ORMs

PostgreSQL MongoDB Drizzle ORM Mongoose

AI & Machine Learning

LangChain PyTorch Scikit-learn Pandas

DevOps & Infrastructure

Docker Terraform Ansible AWS Github Actions Linux

Projects in my Portfolio!


DevOps

Project Link Timeline Tools Project Description ProjectVideo
End-to-End DevOps in Library Management & Borrowing System Aug 2025 - Docker, CI/CD, Terraform, Ansible, AWS, Kubernetes, Grafana, Prometheus Implemented End-to-End DevOps from Dockerizing an App, create infrastructure in AWS using IaC - Terraform + Ansible, CI/CD to DockerHub and EC2 using Github Action, Monitoring using Grafana and Prometheus, orchrestration using Kubernetes YouTube Channel

Python/Django Projects

Project Link Timeline Tools Project Description ProjectVideo
Game Price AI Oct 2025 - Django REST Framework, Next.js, Docker, AWS, GitHub Actions User Scan Game cover using OCR, AI will compare the game with external game API and show prices and details of the game, shows price changes over time YouTube Channel
Menu SideKick - AI Flutter App for Restaurant Menu Check πŸ”’ 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
Mon5Majeur - AI Flutter App for Restaurant Menu Check πŸ”’ Dec 2025 - Django REST Framework, Flutter, Docker, AWS, GitHub Actions, Redis, Websocket MON5MAJEUR is a modern NBA Fantasy Basketball platform where users can create fantasy teams, join leagues, compete against friends, and track live scores. Built with Django REST Framework, featuring real-time updates via WebSockets, Docker deployment, and AWS integration. YouTube Channel
PeoplesList - Full Stack Django and React Web App Combines Goggle Sheet and Google Form in one Page March 2025 - Django REST Framework, React.js , Daisy UI, Tailwind CSS, Docker, AWS, GitHub Actions Managing your department, alumni, or club member list shouldn't be a hassle.PeoplesList is a lightweight web app designed to simplify group member management with a single shared link. One link to:Create and share your group's member list, Allow members to view others and register themselves, Protect access with a shared password, Moderate new entries before they appear, View smart insights through graphs, Email all members instantly YouTube Channel
ScholarPage – Portfolio builder for researchers and students March 2025 - Django REST Framework, React.js , Daisy UI, Tailwind CSS, Docker, AWS, GitHub Actions ScholarPage is a simple, customizable portfolio builder designed specifically for academics. It allows users to showcase their education, research work, publications, projects, and achievements without needing to code β€” all with a clean, professional UI. YouTube Channel


PERN & MERN Full Stack Projects

Project Link Timeline Tools Project Description ProjectVideo
Full Stack University Classroom Management Project using PERN Stack Feb 2026 PostgreSQL, Express.js, React.js, Node.js, Docker University Classes management both for students and teachers, similar to Google Classroom with multi-role authentication. clasees creation, homework assign, test score publish, class invitation link generation YouTube Channel

Machine Learning & Deep Learning Projects

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

Generative AI, LangChain, LangGraph Projects

Project Link Timeline Tools Project Description ProjectVideo
Tax Assist - AI Bangladeshi Tax Expert using LangChain πŸ”’ 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
LinkedIN MCP Server with Claude πŸ”’ 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

BlockChain Projects

Project Link Timeline Tools Project Description ProjectVideo
Voting DApp 2026 Solidity, Etharium Voting DApp YouTube Channel

Pinned Loading

  1. Energy-Lab Energy-Lab Public

    🌍 Energy Lab is an open-source educational platform offering interactive simulations of various power generation methods. Starting with a Solar Energy Simulator, the platform will expand to include…

    JavaScript 3

  2. Credit-Risk-Modeling-on-Bank-Data-using-Machine-Learning Credit-Risk-Modeling-on-Bank-Data-using-Machine-Learning Public

    Develop a ML model that can accurately predict credit risk for loan applicants based on historical data and financial metrics.

    HTML

  3. Django-Library-Management-Borrowing-System Django-Library-Management-Borrowing-System Public

    Python