About me

With over a year of hands-on experience in machine learning and more than two years dedicated to Python backend development using Django, I bring a unique blend of expertise to the table. My journey as a machine learning engineer has been exciting and fulfilling, as I've delved into various algorithms, techniques, and tools to tackle real-world challenges. Alongside, my tenure in Django development has equipped me with the skills to architect robust and scalable web applications. I find immense joy in both roles, leveraging my knowledge and creativity to craft innovative solutions. As I continue to hone my craft, my passion lies in exploring the depths of artificial intelligence and applying its capabilities to real-world scenarios.

My aspiration is to delve deeper into the realms of artificial intelligence, constantly expanding my understanding and skill set in this dynamic field. I am driven by the prospect of leveraging AI technologies to automate processes and enhance efficiency across various domains. My goal is to not only learn about AI but also to implement it effectively, particularly in web applications, where its integration can revolutionize user experiences and streamline operations. Through my portfolio website, I aim to showcase my journey, projects, and insights, illustrating my dedication to advancing the frontiers of AI and contributing meaningfully to the automation landscape.

What i'm doing

  • mobile app icon

    Artificial Intelligence

    I am passionate about exploring the depths of artificial intelligence and applying its capabilities to real-world scenarios.

  • mobile app icon

    Computer vision

    I have experience in developing computer vision models for gesture recognition, object detection, and facial recognition.

  • mobile app icon

    Large Language Model

    I have experience in developing large language models for text generation, summarization, and translation.

  • Web development icon

    Web development

    I develop robust and scalable web applications using Django and Python.

Resume

Education

  1. Bachelor of Science in Computer Science And Engineering

    2018 — 2023 (Academy year:2021 & Exam held: 2023)

    Pabna University Of Science And Technology, Pabna, Bangladesh

    CGPA - 3.67 out of 4.00 (Last four semester average 3.88)

    Position - 1st Class 3rd

  2. Higher Secondary Certificate Examination

    Passing Year: 2016

    Sristy College of Tangail, Tangail, Bangladesh

    Board - Dhaka, Group: Science

    GPA - 5.00 out of 5.00

  3. Secondary School Certificate Examination

    Passing Year: 2014

    Dighulia Shahid Mizanur Rahman High School, Tangail, Bangladesh

    Board - Dhaka, Group: Science

    GPA - 5.00 out of 5.00

Experience

  1. Machine Learning Engineer - (Virtual Keyboard)

    November 2023 - Present Pabna University Of Science And Technology

    Keyboard : Utilizing MediaPipe, detect finger positions to determine the corresponding key pressed—a concise and elegant solution for recognizing keyboard inputs..

    Gestures/Action recognition: We have modified and trained the ”Cronnet” model, proficient in discerning hand gestures such as raising, lowering, leftward and rightward movements, and thumbs-up signals. These actions seamlessly translate into scrolling up, scrolling down, swiping left, swiping right, and additional functionalities—effectively enhancing user interaction through mouse or keyboard shortcuts.

  2. Machine Learning Engineer - (Smart Classroom Project)

    May 2023 - November 2023 Pabna University Of Science And Technology

    Developed a real-time student recognition and monitoring system for universities using SvelteKit (Frontend) and Golang (Backend). Implemented computer vision algorithms(YOLOv8, Bytetracker, Dlib , Tensorflow, Keras) for facial recognition and student attendance tracking. Integrated with biometric devices for secure authentication and access control.

PUBLICATIONS

  1. Hemel Sharker Akash , Md Abdur Rahim, Abu Saleh Musa Miah, Yuichi Okuyama, Yoichi Tomioka and Jungpil Shin, “Generalized Technique for Potato Leaves Disease Classification using Convolutional Neural Network,” in 8th International Conference on ICT for Sustainable Development.

  2. Md. Nur Alam, Hemel Sharker Akash , Uzzal Saha, Md. Shahid Hasan, Mst. Wahida Parvin, Cemil Tunç, “Bifurcation Analysis and Solitary Wave Analysis of the Nonlinear Fractional Soliton Neuron Model,” in Iranian Journal of Science.

  3. Md Nur Alam, Onur Alp İlhan, Hemel Sharker Akash , Imran Talib, “Bifurcation analysis and new exact complex solutions for the nonlinear Schrödinger equations with cubic nonlinearity,” in Optical and Quantum Electronics.

CERTIFICATIONS

  1. Generative AI with Large Language Models

    DeepLearning.AI

  2. Structuring Machine Learning Projects

    DeepLearning.AI

  3. Data Structures and Algorithm Specialization

    University of California San Diego

  4. Therap BD Java Fest 2023 - Finalist

    Therap (BD) LtdI

  5. Intra University It Fair 2023 -1st Place in Project Exhibition

    Pabna University Science and Technology

  6. CSE Fest Programming Contest 2019 -Runner’s-Up

    Pabna University Science and Technology

My skills

  • Python development
    90%
  • Machine learning - (Tensorflow, Pytorch)
    80%
  • Django (RestApi)
    80%
  • FastAPI
    60%
  • ReactJS
    60%
  • Database - (MongoDB, PostgreSQL)
    60%
  • DevOps/MLOps
    50%

Portfolio