Welcome to my portfolio

Hello, I'm
Yamin Hossain

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A passionate data scientist with expertise in machine learning, statistical analysis, and data visualization. Turning complex data into actionable insights.

Profile
About Me

Who I Am

I'm an aspiring data scientist with a passion for extracting meaningful insights from complex datasets. With a strong foundation in statistics, programming, and machine learning, I transform raw data into actionable business intelligence.

Machine Learning

Building predictive models and algorithms to solve complex problems.

Data Analysis

Extracting insights from large datasets using statistical methods.

Data Visualization

Creating compelling visual stories from complex data.

Research

Exploring new methodologies and staying current with the latest advancements.

My Expertise

Skills & Technologies

A comprehensive toolkit for data science, machine learning, and analytics.

Python
R
SQL
TensorFlow
PyTorch
Scikit-Learn
Pandas
NumPy
Tableau
Power BI
Hadoop
Plotly
Keras
OpenCV
Python
R
SQL
TensorFlow
PyTorch
Scikit-Learn
Pandas
NumPy
Tableau
Power BI
Hadoop
Plotly
Keras
OpenCV

Soft Skills

Problem Solving

Critical Thinking

Communication

Teamwork

Attention to Detail

Time Management

Adaptability

Continuous Learning

Portfolio

Featured Projects

A selection of my recent work in Data Science, Machine Learning, and Web Development.

FinanceAI
FinanceAI
A comprehensive financial analysis platform built with Next.js that provides AI-powered insights for stocks, cryptocurrencies, and forex markets.
Next.js
Tailwind
Shadcn UI
+1
Cortex AI
Cortex AI
RAG-powered platform with multiple LLMs (DeepSeek, Qwen, LLaMA, OpenAI), achieving 98% retrieval accuracy.
LangChain
LLM
MultiRAG
+1
FrameIQ
FrameIQ
Next-gen AI-powered entertainment discovery platform with hybrid (RAG + BM25) search and vector intelligence.
RAG
Vector Search
ChromaDB
+1
AI Automation Suite
AI Automation Suite
Production-ready n8n automation workflows powered by LLMs for intelligent job-matching and email generation.
n8n
Automation
Gemini API
+1
Retail Forecasting
Retail Forecasting
Production-grade MLOps ecosystem combining ML forecasting with RAG-based AI analytics and real-time data.
MLOps
XGBoost
RAG
+1
Art Intelligence Hub
Art Intelligence Hub
Deep learning models for art analysis: Authenticity classifier and Art Style Ensemble Classifier.
Keras
OpenCV
Transfer Learning
Reddit Content Classifier
Reddit Content Classifier
Production-ready MLOps pipeline that automatically classifies Reddit content using advanced multi-label ML.
MLOps
NLP
Reddit API
Supply Chain Dashboard
Supply Chain Dashboard
Streamlit-based dashboard to visualize key supply chain metrics like production volumes and stock levels.
Python
Pandas
Streamlit
DVD Rental Analytics
DVD Rental Analytics
Local-first Streamlit dashboard for exploring DVD Rental data with DuckDB and interactive Plotly visualizations.
DuckDB
SQL
Plotly
NYC Subway Ridership
NYC Subway Ridership
Interactive dashboard analyzing live, hourly ridership data from NYC MTA subway system.
OpenData
PowerBI
Dashboard
Cardiac Care Performance
Cardiac Care Performance
Comprehensive analysis of Cardiac Surgery and PCI performance by hospital.
Healthcare
Tableau
DataViz
Sales Metrics Dashboard
Sales Metrics Dashboard
Interactive analysis of customer behavior, regional sales trends, and revenue insights.
DuckDB
Segmentation
Sales
Sleep Disorder Detection
Sleep Disorder Detection
ML app to predict sleep conditions like insomnia and sleep apnea based on user inputs.
XGBoost
Health Tech
Streamlit
Avocado Dashboard
Avocado Dashboard
Shiny-based dashboard analyzing California avocado production and value.
Shiny
Python
Interactive
Netflix Insights
Netflix Insights
In-depth analysis of Netflix dataset using SQL and Tableau.
SQL
Tableau
EDA
HR Analytics
HR Analytics
HR analytics study using SQL to analyze employee performance and demographics.
SQL
Power BI
HR
Research

Publications

My contributions to academic research and scientific literature in data science and machine learning.

Machine Learning for Computer Vision: A Comprehensive Overview
Abdullah Ibnah Hasan, Nayem Uddin Prince, Md. Kamrul Siam, Md. Maruf Miah, Md. Miskat Hossain Siddique, Yamin Hossain, Md. Habibur Rahman
2025
International Conference On Data Mining And Information Security (ICDMIS 2024), pp. 93–104

This paper focuses on detecting sports types from images, which can be used for action recognition. Detecting small objects like athletes and sports equipment is challenging due to their varying colors, appearances, and distance from the camera. CNN is the most common detection tool for sports, but it struggles with image accuracy due to various angles and light conditions

Neural network
Image processing
Computer vision
Feature extraction
Machine learning
Pattern recognition
View Publication
Improving Sports Categorization in WiFi- Blocked Areas: Modifying YOLO Network for All-Inclusive Sports Image Identification
Md. Habibur Rahman, Samar Das, Mahtab Uddin, Aminul Islam, Yamin Hossain, Abdullah Hafez Nur, Md. Abdullah
2025
4th International Conference on Machine Learning, IoT and Big Data (ICMIB 2024), pp. 229–242

This paper focuses on detecting sports types from images, which can be used for action recognition. Detecting small objects like athletes and sports equipment is challenging due to their varying colors, appearances, and distance from the camera. CNN is the most common detection tool for sports, but it struggles with image accuracy due to various angles and light conditions

Deep Learning
object detectio
YOLO
CNN
View Publication
YOLOv8 Image Processing for Evaluation of Stability Algorithms Based on Neural Networks: A Sports Use Case
Md. Habibur Rahman, A. S. M. Mohiul Islam, Abdullah Ibnah Hasan, Mahtab Uddin, Ashek Ahmed, Asif Ahammad Miazee, Yamin Hossain
2024
International Conference on Inventive Communication and Computational Technologies (ICICCT 2024), pp. 613–622

Sports image classification is a complex problem with many different sports involved. It has subpar detection performance and challenges with feature recognition.

Deep learning
YOLOv8
Neural network
Sports Image Classification
Computer vision
View Publication
Qualifications

Education & Certifications

Education

Bachelor of Science in Computer Science
Vellore Institute of Technology, Andhra Pradesh

CGPA: 8.36 / 10 (Indian Grading System)

2021 - 2025

Focused on programming fundamentals, algorithms, and data structures. Minor in Mathematics. Specialization in data analytics.

Key Courses:

Data Structures & Algorithms
Probability & Statistics
Linear Algebra
Operating Systems
Object-Oriented Programming
Database Management System
Computer Architecture
Computer Networks
Software Engineering
Optimization Techniques
Data Warehousing & Data Mining
Mining Massive Datasets
NoSQL Database
Application of Data Analytics

Club Activities

  • LIT-DAC Club (Live Innovate and Transform - Data Analytics)

    Marketing Team Member2022 - 2023

    Promoted seminars and events, increasing participation by 40%. Showcased marketing and public speaking skills, creating an engaging environment.

  • CSI VITAP CHAPTER

    Management Team2021 - 2022

    Organized tech events and led a team to enhance community service and academic initiatives, fostering unity among 30+ members

Certifications

  • AI Agents Fundamentals

    Hugging Face2025

  • Applications of AI for Predictive Maintenance

    NVIDIA2024

  • Building Transformer-Based NLP Applications

    NVIDIA2024

  • Fundamentals of Accelerated Computing with CUDA C/C++

    NVIDIA2024

  • Fundamentals of Deep Learning

    NVIDIA2024

Continuous Learning

I'm committed to continuous learning and staying updated with the latest advancements in data science and AI.

Currently enrolled in specialized courses on deep learning, natural language processing, and computer vision.

Get in Touch

Contact Me

Have a project in mind or want to discuss a data science opportunity? Feel free to reach out!

Send a Message
Fill out the form below and I'll get back to you as soon as possible.
Contact Information
Feel free to reach out through any of these channels.

Phone

+91 (630) 101-1373

+880 (197) 794-0357

Location

Andhra Pradesh, India

Dhaka, Bangladesh

Open to Opportunities

I am currently available for freelance projects and full-time roles.