About me

Machine Learning Engineer with 2+ years of experience building and deploying AI solutions across computer vision, object detaction, NLP, and generative AI.

My expertise includes building scalable ML pipelines and leveraging Generative AI techniques, including LLMs and Retrieval-Augmented Generation (RAG), using frameworks like LangChain and LangGraph to create agents and tools, scraping data from different sources and making tableau dashboard to build actionable insightss.

My Professional skills

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    Data Science

    Finding insights from huge datasets and using machine learning techniques to extrapolate new information.

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    LLM

    Making RAG powered chatbots, agents, tools using LangChain, LangGraph, CrewAI, etc

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    Machine Learning

    Designing, implementing and optimizing a machine learning solution to detect face or any objects.

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    Web Scraping

    Making a robust webscraping bot using selenium webdriver to interact or collect information from various websites.

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    Blender Automation

    Automating complex and repetitive tasks using python scripting or creating/modifying existing addons in Blender

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    NFT Generation

    Generating thousands of high quality and unique NFTs using Blender in image,3D model or animations with metadatas.

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    Game and AR/VR App Development

    Creating games & describing the design, development and release of a game. Developing unique android and iOS games.

Resume

Experience

  1. Software Engineer (R&D) | Tiger IT Bangladesh Ltd.

    June 2023 - Present

    • Developed an algorithm to extract fingerprint minutiae data to improve model accuracy.
    • Improved fingerprint authentication accuracy by applying innovative machine learning methods, while also refining fingerprint segmentation, denoising, enhancement, and background removal to streamline the identification process.
    • Developed ML-based disease detection system for hip dysplasia using image analysis and visualization techniques, enhancing diagnostic precision. Incorporated advanced preprocessing methods to reduce errors and improve disease identification accuracy.
    • Developed and deployed a YOLOv8-based license plate detection model, achieving >95% detection accuracy in production environments.

  2. Intern | a2i Programme

    Feb 2020 - Mar 2020

    • Verified and appended data for 1,000+ educational institutions in the national education database.
    • Collaborated with the data integrity team to resolve mismatches, ensuring 100% data accuracy.

Training & Certifications

  1. IBM RAG and Agentic AI: Build Next-Gen AI Systems

    Coursera.org (Oct 2025)

    Completed 8 course professional certificate with in depth knowledge about LLM and their advanced uses.

  2. Dokkho Data Science Program

    MasterCourse Bangladesh Ltd. (Nov 2022 – May 2023)

    Completed 4 capstone projects in NLP, computer vision, and analytics.

  3. Google Cloud Basics

    (Apr 2021 – May 2021)

    Learned GCP workflows for image and language processing.

Education

  1. Masters | Bangladesh University of Professionals

    Ongoing

    Enrolled in the course of Information and Systems Security

  2. Bachelors | Bangladesh Army University of Engineering & Technology

    2017 — 2021

    Completed B.Sc in Information & Communications Engineering.

  3. HSC | BAF Shaheen College, Dhaka

    2014 — 2016

    Completed my HSC from BAF Shaheen College

Publications

  1. Violence Classification and Detection Using Regional Data of Bangladesh: An AI Approach

    My B.Sc thesis paper published in BAUET Journal in which I've collected and annotated the dataset.

Portfolio