Hemel Akash

I am Hemel, a seasoned Software Engineer and Machine Learning expert with a proven track record in building production-grade software and robust machine learning models.

Professional Focus:

- Expert in TensorFlow, PyTorch, scikit-learn

- Proficient in Django Framework & .Net Core

- Adept at developing clean and robust server-side applications using Python

- Skilled in database design, development, optimization, and migration (PostgreSQL, MySQL, MongoDB, Redis)

- Experienced in real-time client and server applications using WebSocket and WebRTC

- Proficient in ReactJS Framework & Redux Framework, with some knowledge in TypeScript

- Strong understanding of Docker, Bash, PowerShell, Git, Nginx, and Kubernetes

Connect with Me:

- kaggle: kaggle.com/hsakash

- Github: github.com/HSAkash

- LinkedIn: @in/hemel-akash-6379a514a

- Uva: @id/991799

- CodeForces: codeforces.com/profile/HSAkash

Selected Publications:

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

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

Selected Personal Projects:

1. SMART CLASSROOM | Automatic attendance

2. AI-FARMING (Django/Java) | Detect crop diseases

3.  POTATO LEAF DISEASE DETECTION | Crop disease detection

4. SHOEMATIC | Ecommerce website

5. QUESTIONNAIRE | Blog website

I have substantial experience in the field of machine learning, having successfully contributed to a variety of projects. Among these, I played a key role in the development of a Smart Classroom, where I leveraged machine learning techniques to enhance educational environments. Additionally, I undertook a significant role in an AI-based farming project, demonstrating my proficiency in implementing advanced technologies in diverse domains.

I hold a Bachelor's degree in Computer Science and Engineering from Pabna University of Science and Technology, achieving a commendable CGPA of 3.61. This educational background has equipped me with a strong foundation in computer science, laying the groundwork for my professional endeavors.