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16 followers · 6 following
  • SparkTech AI Agency
  • Bangladesh
  • 19:23 (UTC +06:00)
  • LinkedIn in/shemanto

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Achievement: Pull Sharkx2

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Achievement: Pull Sharkx2

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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!

DevOps/MLOps

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 🔒 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 🔒 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 — all with a clean, professional UI. 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 🔒 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 🔒 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
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  1. One-Click-Production-Ready-Django-Backend-Setup One-Click-Production-Ready-Django-Backend-Setup 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 10 2

  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