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Shriful Islam

AI & ML Engineer | Python · n8n · LLM Systems | PyPI Creator | 7+ Shipped Systems

me@shriful.tech github.com/Shri7ul www.linkedin.com/in/shri7ul

Profile

AI and machine learning engineer building production-ready LLM systems, computer vision applications, embedded AI, robotics, automation workflows, and open-source Python tools. Focused on reliable AI systems that connect research, APIs, automation, and real-world products.

Selected Projects

Clinisight AI

Generative AI Engineer
Python • FastAPI • LLMs • MCP • PubMed

AI-powered medical assistant that extracts symptoms, searches PubMed, and summarizes medical literature using FastAPI and MCP.

End-to-End Medical Chatbot

LLM Engineer
Python • RAG • FastAPI • Docker • CI/CD

Production-ready Retrieval-Augmented Generation (RAG) chatbot with CI/CD deployment and scalable architecture.

Prompt2Pixel

Generative AI Engineer
Stable Diffusion XL • FastAPI • Telegram • Python

Generate AI images directly from Telegram using Stable Diffusion XL, FastAPI and intelligent prompt workflows.

ESP32 MicroBot

Embedded AI Engineer
ESP32 • C++ • Telegram • Embedded AI

AI-powered ESP32 desktop robot with animated eyes, Telegram control, and real-time embedded interaction.

Speak Without Words

Computer Vision Engineer
Python • OpenCV • MediaPipe

Real-time gesture recognition system translating sign language into visual and voice feedback.

Gesture Controlled 3D Earth

Computer Vision Engineer
MediaPipe • Three.js • OpenCV

Interactive 3D Earth controlled entirely through real-time hand tracking using MediaPipe and Three.js.

Gesture Controlled Solar System

Computer Vision Engineer
MediaPipe • Three.js • OpenCV

Gesture-driven 3D Solar System combining MediaPipe hand tracking with immersive Three.js rendering.

AI Doctor with Voice & Image

Multimodal AI Engineer
Python • Vision AI • Speech AI • LLMs

Voice, image and video based dermatology assistant powered by multimodal generative AI.

InitForge

Open Source Creator
Python • CLI • PyPI

Published PyPI package for bootstrapping production-ready Python projects with clean architecture.

Inbox Zero AI Agent

AI Automation Engineer
Python • Telegram • Gmail API • LLMs

Control an entire Gmail inbox directly from Telegram using an AI-powered autonomous agent.

Lead Sniper AI

Automation Engineer
Python • Google Maps • Automation • Google Sheets

Google Maps lead generation workflow that scrapes business data and stores qualified leads automatically.

Smart Room Air Quality Monitor

IoT Engineer
ESP32 • IoT • MQ135 • DHT22

ESP32-based IoT monitoring platform with OLED dashboard, gas sensing, Telegram alerts and live monitoring.

MealMate

Full Stack Developer
React • Node.js • FastAPI

Production-ready mess management platform for meals, expenses, notifications and monthly reporting.

CivicLens

Full Stack Developer
FastAPI • React • MySQL

Digital civic platform for public tenders and police request management with role-based workflows.

AI Resume Buddy

AI Full Stack Developer
React • AI • FastAPI

AI-powered resume builder with guided workflow, smart suggestions, PDF export and portfolio generation.

Universal Downloader

Python Developer
Python • Streamlit • yt-dlp

Modern IDM alternative built with Python, Streamlit and yt-dlp supporting intelligent media downloads.

Bangladesh Railway Auto Ticket Bot

Automation Engineer
Python • Selenium

Automated Bangladesh Railway booking system with Selenium, intelligent form handling and retry logic.

YouTube Video Summarizer

LLM Engineer
Python • Whisper • Gemini • Streamlit

Production-style Whisper + Gemini pipeline for transcript extraction and AI-powered video summarization.

Experience

AI & Machine Learning Engineer

Built a foundation in applied machine learning with Python, Scikit-learn, Pandas, NumPy, and production-oriented data workflows, turning raw problems into reliable intelligent systems.

Computer Vision Engineer

Advanced from image processing to real-time hand tracking and gesture interfaces using OpenCV, MediaPipe, and vision pipelines, creating accessible and natural human-computer interactions.

Generative AI & LLM Systems

Designed LLM, RAG, multimodal, and agentic systems with FastAPI, MCP, retrieval pipelines, and model APIs, transforming unstructured information into useful responses and automated decisions.

Embedded AI & Robotics

Connected intelligent software to physical devices through ESP32, C++, sensors, Telegram, and real-time control, bridging AI workflows with responsive embedded hardware.

Open Source Developer

Published reusable Python tooling on PyPI and maintained public repositories with clean architecture, documentation, and developer-focused workflows that reduce project setup friction.

Automation Engineer

Built end-to-end automations with Python, Selenium, APIs, Telegram, and workflow tools, replacing repetitive manual processes with dependable and scalable systems.

Achievements

Build with Gemma Bangladesh

Secured 2nd Place (Offline Track) at the Build with Gemma Bangladesh Hackathon organized by Machine Learning Bangladesh by developing an AI-powered solution.

Embedded AI Projects

Built multiple ESP32-based embedded systems including an AI-powered Telegram desk robot and an IoT Air Quality Monitoring platform with live dashboards and alerts.

Computer Vision

Developed real-time computer vision applications including gesture-controlled interfaces, sign language recognition, and interactive 3D visualizations using OpenCV and MediaPipe.

Generative AI & RAG

Designed multiple LLM-powered applications including RAG systems, multimodal medical assistants, AI agents, and production-ready FastAPI deployments.

Automation Systems

Built intelligent automation workflows including Gmail AI agents, Google Maps lead generation pipelines, Telegram automation, and productivity tools.

Open Source

Published InitForge on PyPI and maintain multiple open-source AI, automation, and developer tools on GitHub.

Continuous Learning

Active Kaggle competitor continuously exploring machine learning, computer vision, robotics, embedded AI, and modern LLM systems through hands-on projects.

Education

B.Sc. in Computer Science and Engineering

United International University (UIU), Bangladesh

Technical Core

Languages

Python, Java, C/C++, SQL, JavaScript, HTML/CSS

Frameworks & Libraries

FastAPI, Flask, React, Node.js, Pandas, NumPy, Scikit-learn, OpenCV, MediaPipe, Whisper, Streamlit

Core Areas

Machine Learning, Generative AI, LLMs, RAG, Computer Vision, Prompt Engineering, AI Automation, Embedded AI, Robotics, API Integration

Developer Tools

Git, Docker, GitHub, GitHub Actions, CI/CD, PyPI, Selenium

Milestones

  • Build with Gemma Bangladesh
  • Embedded AI Projects
  • Computer Vision
  • Generative AI & RAG
  • Automation Systems
  • Open Source
  • Continuous Learning