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Hi!

I am Shahaba Alam

I'm Passionate about data science and AI, I develop machine-learning solutions with a focus on LLMs and computer vision. I love contributing to open source and research.

Projects Contact

Here’s What I Do

  • End-to-end ML pipelines (data → model → deploy)
  • Computer vision (detection & classification)
  • LLM fine-tuning / eval (GPT-4o, Llama-3, etc.)
  • MLOps: Docker • MLflow • Hugging Face
  • Exploratory analysis & narrative insights
  • Feature engineering & model selection
  • Predictive analytics & experimentation
  • Interactive dashboards (Tableau / Streamlit)
  • ComfyUI workflows (SD, SDXL, Flux)
  • LoRA style transfer & checkpoint merging
  • Local LLM prototyping (Ollama / open-source)
  • Cross-modal gen & evaluation strategies
  • Designing novel DL architectures
  • Systematic literature reviews
  • Peer-review publishing & conference talks
  • Custom rigs (gaming • AI • workstation)
  • Diagnostics & performance optimization
  • Multi-OS, virtualization, dual-boot setups
  • Software / driver / bottleneck troubleshooting
  • Mentoring students & professionals
  • Hands-on workshop facilitation
  • Beginner-friendly technical content
Let’s Connect

Career Highlights

A timeline of my professional journey, key achievements, and educational background.

Bachelor in Computer Science (Honours)

Albukhary International University, Malaysia

Major courses: Machine Learning, Deep Learning, Artificial Intelligence, NLP, Data Structures and Algorithms, Probability & Statistics, Statistical Programming

Data Engineer Intern

PPK SDN BHD

Designing predictive models for maintenance, automating data pipelines, and enhancing CMMS analytics.

Freelance Data Scientist

Fiverr

Delivering data analytics solutions, building predictive models, and automating workflows for diverse client projects.

Albukhary Foundation

Awarded Albukhary Foundation scholarship for pursuing Bachelor Degree

Awarded a fully funded Albukhary Foundation scholarship to pursue a Bachelor’s degree, supporting academic and personal growth.

Albukhary International University

Dean List’s Awards, School of Computing and Informatics

Consistently recognized on the Dean’s List for outstanding academic performance across multiple semesters.

Bangladeshi Students Community AIU

Secretary

Created opportunities for cultural exchange and built a supportive community for Bangladeshi students, while maintaining communication with university officials.

Bangladeshi Students Community AIU

Academic Advisor

Guiding community members in achieving personal and academic goals while preserving cultural values.

AWS Academy Graduate – Machine Learning Foundations

Amazon Web Services Training and Certification logo

Amazon Web Services Training and Certification

Completed the AWS Academy Machine Learning Foundations course, gaining skills in machine learning, AWS cloud computing, and AI fundamentals.

Verify Credential

Machine Learning in Production

DeepLearning.AI logo

DeepLearning.AI

Covered applied machine learning, the software development life cycle (SDLC), and best practices for deploying ML systems.

Verify Credential

Technologies & Tools

A look at the core technologies I use to craft scalable, intelligent solutions.

Languages & Core Libraries

PythonNumPySQL

Machine Learning & AI

Scikit‑learnTensorFlowKeras

DevOps & Collaboration

GitGitHubDocker

Analytics & Visualization

PandasTableau
  • scikitmachine learning in Python
  • scikitmachine learning in Python

Portfolio Showcase

Explore my journey through projects that showcase my skills and dedication to continuous learning.

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Projects

AI-Driven Diagnosis of Neurological Disorders

Developed a custom EfficientNetB model to classify neurological disorders from brain MRI scans with high accuracy for automated diagnosis.

PythonTensorFlowEfficientNetMedical Imaging
Live Demo GitHub

Customer Churn Prediction

Built models using logistic regression, random forest, and XGBoost to predict customer churn, evaluated with ROC-AUC and F1-score metrics.

PythonXGBoostLogistic RegressionClassification
Live Demo GitHub

Airbnb Superhost Prediction

Predicted Airbnb superhost status using logistic regression, SVM, and regularized models, optimizing for cross-validation accuracy.

PythonRSVMClassification
Live Demo GitHub

Star Classification Using ML

Classified stars by physical features using KNN, Decision Trees, Random Forest, and Logistic Regression, achieving up to 95% accuracy.

PythonSupervised LearningEDAMachine Learning
Live Demo GitHub

Retail Sales Forecast Dashboard

Built a Streamlit dashboard with Auto ARIMA and Plotly for forecasting fashion sales, integrated with a ChatGPT-powered assistant for insights.

PythonStreamlitAuto ARIMAPlotlyChatGPT
Live Demo GitHub

Global Food Production Clustering

Applied K-Means and Hierarchical Clustering on FAO data (1961–2013) to identify global food production patterns for food security analysis.

PythonClusteringK-MeansData Visualization
Live Demo GitHub

Web-Based Student Management System

Developed a Flask-based system to manage student enrollment, attendance, grading, and resources, improving administrative workflows.

PythonFlaskSQLHTML/CSS
Live Demo GitHub

Airline Customer Satisfaction Analysis

Analyzed satisfaction for 129,880 airline passengers using logistic regression in R, uncovering key drivers across travel classes and customer types.

RPythonData VisualizationLogistic Regression
Live Demo GitHub

Student Performance Prediction

Performed EDA and regression on academic data to identify key predictors of student success, emphasizing subject scores over demographics.

PythonEDARegressionData Preprocessing
Live Demo GitHub

Work Order Processor

A lightweight web app that streamlines work order management. It ingests spreadsheets, auto-categorizes issues, assigns priorities, and flags items for manual review. Users can generate charts and text insights directly in the browser.

PythonFlaskPandasMatplotlibHTMLTailwind CSSJavaScript
Live Demo GitHub

Shahaba Alam - Data Scientist Portfolio

A modern, fully responsive personal portfolio website (Next.js + Tailwind + Framer Motion) with animations, interactive sections, and serverless contact form.

Next.jsReactTypeScriptTailwind CSSFramer MotionReact Three FiberResend APIVercel
Live Demo GitHub

FileStructView

A Python tool for analyzing and visualizing folder and archive structures with hierarchical tree views and interactive treemaps.

PythonPlotlyData Visualization
Live Demo GitHub

Multi-Authentication Security System

A Streamlit-based security system combining Face Recognition (YOLOv8 + dlib), PIN authentication, and RFID (demo mode) with admin controls and logs.

PythonStreamlitYOLOv8dlibComputer VisionRFID
Live Demo GitHub

My Personal Blog - Python Static Site Generator

A minimalist personal blog powered by a custom Python static site generator. Markdown → HTML, archives, tag filtering, dark/light mode, syntax highlighting.

PythonMarkdownHTML5CSS3JavaScriptPrism.js
Live Demo GitHub

Personalized Study Plan System

A Flask web app for personalized course recommendations, weekly planners, and admin tools. Includes a chatbot, authentication, and announcements.

PythonFlaskSQLiteHTMLCSSJavaScriptChatbot
Live Demo GitHub

Radiogenomic Characterization of Lower-Grade Gliomas

U-Net pipeline for segmenting FLAIR MRI abnormalities in LGG. Extracts tumor shape features to support radiogenomic analysis and clinical insights.

PythonDeep LearningU-NetTensorFlow/KerasMedical ImagingRadiogenomics
Live Demo GitHub

Writings & Publications

Exploring ideas and sharing findings. A collection of my research papers and blog articles.

Let's Connect

Have a project in mind or just want to say hello? I'm always open to new opportunities and conversations.

Contact Information

Name

Shahab Alam

Email

shahab.alam@student.aiu.edu.my

Location

Alor Setar, Kedah, Malaysia

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