Open to opportunities

Mir Abrar

@mirabrar1

Message

I'm a computer science undergraduate building Python, NLP, machine learning, and full-stack projects.

Bangladesh

Message

What I'm looking for

I'm looking for a remote internship or junior role in data analysis, machine learning, NLP research, LLM evaluation, AI evaluation, or Python automation, where I can contribute through experimentation, technical documentation, and structured problem solving.

I've built and compared sentiment-analysis models for IMDB movie reviews, where Logistic Regression with Bag-of-Words achieved 88% accuracy. I'm also researching LLM quantization techniques to reduce memory usage and improve inference efficiency.

Through academic and personal projects, I've developed full-stack applications with React, Node.js, Express.js, MySQL, REST APIs, and Git/GitHub. I enjoy translating research ideas into Python experiments, documenting findings clearly, and working across data, models, and user-focused workflows.

Experience

Work history, roles, and key accomplishments

LLM Quantization Research

Independent Research

Researching Large Language Model quantization techniques for reducing memory usage and improving inference efficiency, including reviewing technical papers and documenting findings.

Python LLM Model Compression Inference Optimization Research

Sentiment Analysis Project

BRAC University

Built and compared multiple machine learning and deep learning models for IMDB movie review sentiment classification, achieving 88% accuracy with Logistic Regression and Bag-of-Words.

Python NLP scikit learn Logistic Regression Naïve Bayes RNN GloVe TF IDF Bag Of Words

AI-Assisted E-Commerce Website

Ollama and cloud-based full-stack project

Developed a full-stack e-commerce web application following the software development life cycle, including requirement analysis, system design, implementation, testing, and documentation.

React SQL MySQL Git GitHub REST APIs HTML CSS

Computer Science Undergraduate

BRAC University

Pursuing a Bachelor of Science in Computer Science with a focus on Python, SQL, data analysis, machine learning, NLP, and LLM research.

Python SQL Data Analysis Machine Learning NLP LLM Research

Pastport

Personal Project

Built a time-capsule style web application that allows users to draft and schedule future messages, notes, and invitations, with public/private visibility logic and contingency-based message release.

Frontend Development Scheduling Secure Feature Planning