Skip to content
View rakukanteki's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report rakukanteki

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rakukanteki/README.md

About Me

BSc in Electrical and Computer Engineering at the Rajshahi University of Engineering and Technology(RUET). I am a passionate Machine Learning and Data Science Enthusiast. Currently working as a Research Assistant. Besides, I do Competitive Programming and Machine Learning and Data Science Competitions.

View my resume here.

My Linktree:

Linkedin Gmail Kaggle LeetCode user radwan121 Medium W&B ORCID MATLAB


Tech Stack:

Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap Bootstrap MLOps DVC AWS


Experience:

  • Undergraduate Research Assistant @Qatar University Machine Learning Lab, Remote.
  • Active participant in ML and Data Science competitions on Kaggle and solved 250+ problems on LeetCode and Codeforces.
  • Software and Autonomous System Lead @BengalSub. Team BengalSub has participated in 28th RoboSub competition held in Irvine, California, USA.
  • Software and Autonomous System Lead @BengalBoat. Team BengalBoat is going to participate in RoboBoat 2026 competition in Sarasota, Florida, USA.
  • ChalkPad App Developer @Reflective Teens Trust, Dhaka, Bangladesh.

Achievements:

Competition Placement Organizer Solution / Certification
LLMs - You Can't Please Them All Top 16% (272/1692) Kaggle Code
Synthetic to Real Object Detection Challenge 1 Top 4% (05/115) Kaggle Code
Global AI Hackathon'25 by Elucidata Top 4% (15/355) Kaggle
5th KIBO Robot Programming Challenge 2024 Top 5% (7/135) JAXA Acknowledgement
RoboSub'25 32/58 RoboNation Acknowledgement
Mars Rover Rally'25 6/100+ (Worldwide) NASA Texas Space Grant Consortium Acknowledgement
Competitive Programming Pupil Codeforces Handle

Research and Publications:

  1. Multiphase System Leak Detection, Localization, and Dimension Estimation using Multi-Head Physics Informed Neural Network. [Under Review]
    • Process Safety and Environmental Protection
  2. ReliefNet: A Knowledge-Driven, Explainable AI Multimodal Framework for Disaster Severity Classification and Humanitarian Decision-Making. [Under Review]
    • Progress in Disaster Science
  3. RoadSens-4M: A Multimodal Smartphone & Camera Dataset for Holistic Road-way Analysis [Under Review]
    • Scientific Nature Data
  4. Physics-Informed Neural Networks for Flow Regime Classification and Automated Video Retrieval in Multiphase System [Under Review]
    • IEEE Transactions on Instrumentation and Measurements.
  5. A Privacy-Aware Multimodal Sensor Fusion Framework for Road Anomaly Detection in Intelligent Transportation Systems [Submitted]
    • IEEE Transactions on Intelligent Transportation System.
  6. Multiphase Flow Cuttings Transport for Non- Settling Flow in Annulus: Data in Brief [Submitted]
    • Scientific Nature Data
  7. ROS2 Based Autonomous Wheelchair with Adaptive Navigation and LLM-Driven Conversational Control.
    • 28th IEEE ICCIT

Blogs:

  1. Confusing LLMs with Adversarial Inputs inspired by the Kaggle Competition named LLMs: You Can't Please Them All. Read
  2. An Overview of BengalSub Autonomous System.Read

Contributions:

  1. Contributed to Machine Learning Book. Wrote book chapters on Supervised Learning, and Applications of Machine Learning.

GitHub Stat:

Radwan's GitHub stats

Pinned Loading

  1. RUET-Exover25 RUET-Exover25 Public

    This repository contains the full implementation of the autonomous rover for the SpaceTeamsPro Digital Twin in the Mars Rover Rally 2025 Challenge.

    Python 3

  2. Plant-Disease-Classification-using-MLflow-and-DVC Plant-Disease-Classification-using-MLflow-and-DVC Public

    End to end production grade Plant Disease Classification using MLflow and DVC

    Jupyter Notebook 3