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risal-shefin/README.md

Hi, I'm Risal Shahriar Shefin πŸ‘‹

πŸŽ“ MS in Computer Science @ Wake Forest University, USA
πŸ’» Software Engineer | Researcher
πŸ† ICPC World Finalist (2021, 2022) | Codeforces Master (2108)

I have experience in software engineering, reinforcement learning, and algorithmic problem solving.
Currently, I am a Graduate Research Assistant focusing on explainability and safety in single and multi-agent reinforcement learning systems.


πŸ”¬ Research Interests

  • Reinforcement Learning
  • Multi-Agent Systems
  • Intelligent Systems
  • Explainable and Trustworthy AI

πŸ’Ό Experience

Graduate Research Assistant

Wake Forest University | Aug 2024 – Present

  • Research in reinforcement learning with emphasis on explainability and safety
  • Developed deep learning and RL models using Python and PyTorch
  • Fine-tuned and deployed LLMs using Hugging Face and Unsloth
  • Publications in AAMAS (CORE A*), ICAPS (under review), and NeurIPS Workshop

Software Engineer

Enosis Solutions | Dec 2022 – Jun 2024

  • Built enterprise-scale e-commerce and CRM systems using ASP.NET Core, Angular, SignalR, and MSSQL
  • Developed real-time nopCommerce live chat plugin using SignalR
  • Implemented secure background verification system using FBI Wanted API and Azure Blob Storage
  • Collaborated in Agile Scrum team environments, managing tasks and progress using Jira

πŸ› οΈ Technical Skills

  • Languages: C++, C#, Python, JavaScript
  • Frameworks: ASP.NET Core, Angular, SignalR, PyTorch
  • Databases & Cloud: MSSQL, Azure
  • ML: Deep Learning, Reinforcement Learning, LLM fine-tuning (Hugging Face, Unsloth)
  • CS Foundations: Algorithms, Data Structures, Computer Networks, Operating Systems

πŸ† Highlights

  • ICPC World Finalist (2021, 2022)
  • Codeforces Master (Max Rating: 2108)
  • 2500+ algorithmic problems solved
  • Publications at AAMAS (CORE A*) and NeurIPS Workshop

πŸ“« Connect With Me


⭐ Open to full-time SWE and AI/ML opportunities, research collaboration, and challenging engineering problems.

Pinned Loading

  1. Competitive-Programming Competitive-Programming Public

    Competitive Programming Stuff

    C++ 17 6

  2. pr-llm-summary pr-llm-summary Public

    This repository contains code for crawling merged PRs from open source projects and evaluating LLMs' performance on those.

    Python

  3. Course-Registration-Management Course-Registration-Management Public

    A web development project to perform course registration management.

    CSS 2

  4. Way-to-Mars Way-to-Mars Public

    3D Game Prototype

  5. Bangla-Handwritten-Character-Recognition Bangla-Handwritten-Character-Recognition Public

    Bangla Handwritten Character Recognition System Using a Deep Convolutional Neural Network

    Jupyter Notebook 1

  6. knowledge-distillation-img-class knowledge-distillation-img-class Public

    Knowledge distillation with curriculum learning for image classification

    Python