Amio Rahman

Hi, I'm Amio Rahman.

A

Self-driven, quick starter, passionate learner with a curious mind who enjoys solving complex and challenging real-world problems.

About

I am a Computer Science Grad Student majoring in Data Science. I enjoy problem-solving, coding and learning about exciting new technologies. I always strive to bring 100% to the work I do. I have worked with technologies like Python, Scikit-learn, NumPy, Pandas, Pytorch, TensorFlow, Keras, MySQL, R, OpenAI API. I am passionate about developing efficient and scalable algorithms and applications that solve real-world problems impacting a large number of users.

Languages: Python, R, SQL, JavaScript, HTML/CSS
Databases: MySQL, SQLite
Libraries: NumPy, Pandas, SciPy, Scikit-learn, OpenAI API
Frameworks: Keras, TensorFlow, PyTorch
Tools & Technologies: Git, GitHub, Linux, MS Excel

I am Looking for an opportunity to work in a challenging position which provides professional development, interesting experiences and personal growth.

Projects

                
RAG Chatbot from scratch
                  A command-line RAG Chatbot application built from scratch
                
AccomplishmentsTools: Ollama, Python
Implementation of RAG from scratch without any third party framework
Uses locally hosted open-source LLM
Advanced prompting for LLM input
Command-line interface

LLM Transcription & Translation
                  An LLM powered web-app that enables real-time, multilingual transcription and translation
                
AccomplishmentsTools: OpenAI API, Web Speech API, Flask, JavaScript
Real-time Transcription and Translation of speech
Advanced prompting for LLM input
Translation audio playback
Mobile friendly responsive UI

Cover Letter LLM
                  An LLM app that writes cover letters based on uploaded resume and job description
                
AccomplishmentsTools: OpenAI API, Streamlit
Can be used with any OpenAI API compatible model
File upload and PDF parsing capability
Advanced prompting for LLM input
Implementation of the agent behaviour from scratch using OpenAI API only without any third party framework

Growth Data Analysis
                  Growth Data Analysis of an E-commerce Company
                
AccomplishmentsTools: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn
Data Exploration & Cleaning
User Engagement Analysis
Churn Analysis
Revenue & Upgrade Trend Analysis
Actionable Growth and CRO
Data Storytelling & Visualization

Classic Snake Game
                  A classic snake game built with P5.js JavaScript Framework
                
AccomplishmentsTools: HTML, CSS, JavaScript, P5.js
Track and show current score
Show game over message

            More coming soon ...

Skills

Languages and Databases

Python

R

MySQL

JavaScript

Libraries

NumPy

Pandas

scikit-learn

matplotlib

Frameworks

Keras

TensorFlow

PyTorch

Other

Git

GitHub

Linux

MS Excel

Certifications

                
Software Engineer (HackerRank)
                  
SQL (HackerRank)
                  
Rest API (HackerRank)
                  
Problem Solving (HackerRank)
                  
Python (HackerRank)
                  
PyTorch Bootcamp (OpenCV)
                  
AI Agents Fundamentals (Huggingface)
                  
Postman API Fundamentals Student Expert