Rasel Meya's Portfolio

About Me

Hello! I'm Rasel Meya, a Data Scientist with expertise in Machine Learning, NLP, and AI. Currently pursuing an MS in Computer Science & Telecommunication Engineering at Noakhali Science and Technology University. My work includes developing advanced language models for Bengali and improving healthcare accessibility through innovative digital solutions.

In my role at Tappware Solution Limited, I've created AI-driven systems for real-time data extraction, generative AI, and question-answering. I am passionate about leveraging AI to solve complex problems and make a real-world impact.

When I'm not working, I enjoy contributing to open-source projects and exploring new advancements in AI and healthcare technology.

Work Experience

Oct 2023 - Present

Data Scientist

Tappware Solution Limited

Dhaka, Bangladesh

Led R&D initiatives in generative AI, LLMs, and NLP.
Developed and fine-tuned LLMs for various tasks.
Engineered and deployed NLP models for text classification, sentiment analysis, and information extraction.
Conducted data analysis, feature engineering, and model optimization.
Collaborated with interdisciplinary teams.
Played a key role in monitoring and improving model performance.

Oct 2022 - Jan 2023

Machine Learning Engineer

Tappware Solution Limited

Dhaka, Bangladesh

Conducted R&D on Elastic Search for ranking and indexing.
Documented the process of Elastic Search implementation.
Contributed to the development of a robotic project and NLP-based Bengali text extraction and indexing.

Research

Prompt-Based Fine-Tuning of Bangla Language Models

Accepted with Springer. Achieved 2-4% higher accuracy in sequence classification using only 20% of training data.

Prompt-Based Fine-Tuning of Bangla Language Models

Autism Spectrum Disorder Detection

Achieved 100% accuracy on four age-specific datasets using optimal feature selection methods for early detection of ASD.

Autism Spectrum Disorder Detection

Digital Prescription Assistance System

Research to improve healthcare accessibility for underprivileged populations in Bangladesh.

Digital Prescription Assistance System

Projects

LLM Web Application

Sep 2024

A web app for document question answering using Large Language Models. View Project

Multi-Task LLM-Based Web Application

Sep 2024

Built a unified platform for email generation, text and audio summarization, document conversion, question answering, and article/blog writing. View Project

Certificate Classification and Info Extractor

Jun-Aug 2024

Built a web app and Android app for real-time image-to-information extraction using machine learning. View Project

Bengali Spell Checker

Apr 2024

Real-time spelling correction system for the Bengali language. View Project

Nothi Smart Sompadhona

Jan-Mar 2024

Developed an intelligent Bengali text editor integrated with TinyMCE, providing sentence and phrase suggestions to improve writing efficiency and reduce typing time. View Project

X-Road Data Exchange Layer Solution

Oct-Dec 2023

Public sector technology solution for secure and efficient data exchange. View Project

Resume Categorization

Aug 2023

Resume categorization is an ML/NLP-based project. It has Exploratory Data Analysis, Preprocessing, and various ML/DL models to train our cleaning resume text and predict resume categorization. After this section create a script that takes the folder path of the resume pdf . automatically categorized all pdf and put those resumes in respective folders. View Project

Kaggle Projects (Notebook Expert)

On Going

Worked on a variety of machine learning projects including COVID-19 data analysis, heart failure prediction, and more. View Project

Skills

Here are some of the skills and technologies I'm proficient in:

Languages

Python

C

C++

SQL

HTML

CSS

JavaScript

Frameworks

Django

Streamlit

Databases

MS SQL

MongoDB

Libraries

Pandas

NumPy

Matplotlib

scikit-learn

TensorFlow

Keras

PyTorch

OpenCV

Technologies

MS Excel

SPSS

Power BI

Specialized Skills

LLM

NLP

OOP

Courses

Neural Networks and Deep Learning

View Certificate

Statistics for Data Science

View Certificate

NLP Fundamentals

View Certificate

Image Processing with Python

View Certificate

Intermediate Machine Learning (Kaggle)

View Certificate

Intro to Machine Learning (Kaggle)

View Certificate

Machine Learning

View Certificate

Introduction to Git and GitHub

View Certificate

Python Data Structures

View Certificate

Python (Kaggle)

View Certificate

Crash Course on Python

View Certificate

C++ For C Programmers, Part A

View Certificate

Programming for Everybody

View Certificate

Problem Solving

Problem Solving (Basic)

View Certificate

Problem Solving (Intermediate)

View Certificate

Python (Basic)

View Certificate

Badges

C++ Badge

Hackerrank

C++ Badge

Hackerrank

Python Badge

Hackerrank

Days of Code Badge

Hackerrank

Days of Statistics Badge

Hackerrank

SQL Badge

Hackerrank

Curriculum Vitae

Explore my detailed resume, highlighting my academic achievements, professional experiences, and skills. Click the button below to download it.

Download CV

Contact

Feel free to reach out to me through any of the following channels: