Shawal khan

I build machine learning models and turn them into real web products, not just notebooks. If you need: - A prediction or risk-scoring model for your business - A website or web app with AI features built in - An existing site upgraded with automation or insights Message me. I'll review your data or idea and suggest the best approach.

Shipped: Loan Default Risk Console

A full-stack ML project that predicts loan default risk in real time. - Random Forest + Logistic Regression, ROC-AUC ~0.845 - FastAPI backend with JWT auth - React dashboard, MongoDB, Docker, CI/CD Live: https://loan-default-risk-console.vercel.app/ Open to freelance AI/ML and web development work, and to AI/ML engineering roles.

Final-year CS student at IMSciences Peshawar. - Working across the ML stack: Python, scikit-learn, PyTorch, plus full-stack (React, Node.js, Flask, MongoDB) - Long-term focus: healthcare AI and NLP Looking for AI/ML engineering roles and graduate opportunities alongside freelance client work.

5 things I check before trusting a machine learning model's accuracy: 1. Is the test set truly unseen? 2. Class imbalance handled? (I use SMOTE where needed) 3. Does ROC-AUC tell the full story, or do I need precision/recall too? 4. Does it generalize outside the training data's time window? 5. Can I explain the top features to a non-technical client?

I am an AI/ML expert and web developer. I build machine learning models and the web applications around them, so you get a working product, not just a notebook. AI/ML: predictive modeling, NLP, model training and evaluation, and deployment as apps or APIs (Python, scikit-learn, PyTorch). Web development: full-stack websites and web apps (React, Node.js, MongoDB, Flask), including booking systems, dashboards and workflow automation. I am a final-year Computer Science student at IMSciences Peshawar and president of the IM Computing and Innovation Society. My live projects include a deployed loan default prediction app and a PDF tools web app. I communicate clearly, deliver on time, and keep clients updated throughout.