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Murthaja-ai/README.md
Murthaja Afham Banner

LinkedIn Email

About

  • 🎓 MSc Statistics — Pondicherry Central University
  • 🏢 Former AI Systems Engineering Intern @ Zecser Business LLP — contributed to Python backend development, AI workflow automation, and microservice-based recruitment systems.
  • 🧠 Passionate about combining statistical foundations with modern AI and machine learning to build reliable and explainable intelligent systems.

Open to Opportunities

AI Developer  ·  Data Scientist  ·  Machine Learning Engineer  ·  Computer Vision Engineer

Flagship Projects



AI Furniture Layout Analyzer
Real-time computer vision detecting 5 furniture classes — 54% mAP50 via fine-tuned YOLO11n, served through FastAPI + Angular.

AI Customer Spend Forecaster
K-Means segmentation + XGBoost forecasting (4.5% test MAE) on 1.29M transactions, deployed via Streamlit with SHAP explainability.

Olist Executive BI Dashboard
Power BI Star Schema across 9 tables analyzing 100K+ marketplace transactions — surfaced a critical 3.1% customer retention gap.

Strategic Performance & Decision Analytics
Team-centric Tableau model across 16 seasons of match data — surfaced an 8.7-point home advantage and disproved the toss as a meaningful factor.

Tech Stack

Languages & Databases
Python R TypeScript SQL

Machine Learning & Deep Learning
Scikit-Learn XGBoost PyTorch TensorFlow YOLO11 OpenCV

Data Visualization & BI
Power BI Tableau

Backend & Deployment
FastAPI Streamlit Angular Git

📫 Reach me at murthajaafham@gmail.com or on LinkedIn

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  1. AI-Furniture-Layout-Analyzer AI-Furniture-Layout-Analyzer Public

    End-to-end AI-powered furniture detection and residential space analysis using YOLO11n, FastAPI, and Angular

    TypeScript

  2. Customer-Spend-Forecaster Customer-Spend-Forecaster Public

    End-to-end Machine Learning pipeline for customer behavioral segmentation, spend forecasting, and AI-driven banking decision support using K-Means, XGBoost, SHAP, and Streamlit

    Jupyter Notebook

  3. Olist-Ecommerce-Executive-Dashboard Olist-Ecommerce-Executive-Dashboard Public

    Executive Business Intelligence solution built with Power BI to analyze sales, customer behavior, logistics, and marketplace performance using the Olist Brazilian E-Commerce dataset

  4. Strategic-Performance-Dashboard Strategic-Performance-Dashboard Public

    Interactive Tableau Business Intelligence dashboard featuring a team-centric data model, KPI engineering, and conditional probability analysis to evaluate 16 years of historical performance data.