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Ahsan Zeb

@ahsanzeb

AI/ML engineer building FastAPI and React applications, including a real-time image classification service with sub-second inference.

Pakistan

Message

What I'm looking for

I’m seeking to build LLM-powered assistants, RAG pipelines, and tool-calling agents that automate workflows and integrate securely with backend systems.

At NAVTTC, I completed an AI/ML internship covering end-to-end machine learning and deep learning pipelines. I handled feature engineering and model evaluation, and improved model accuracy by 12% through hyperparameter optimization.

I built a real-time image classification service using MobileNet, FastAPI, and React, with sub-second inference latency. I also developed SmartAudit, a security auditing platform that integrates Nmap NSE and OpenVAS for vulnerability scanning.

My projects include a Roman Urdu sentiment model applied to Daraz product reviews and a personalized product recommendation system. I’m seeking to build LLM-powered assistants, RAG pipelines, and tool-calling agents that automate workflows and integrate securely with backend systems.

Experience

Work history, roles, and key accomplishments

AI/ML Trainee (Intern)

NAVTTC

Sep 2025 - Dec 2025 (3 months)

Executed end-to-end ML/DL pipelines using Python, Scikit-learn, TensorFlow, and PyTorch, delivering a functional model that met project acceptance criteria. Trained supervised models and deep neural networks, and built a deployable REST API with FastAPI and MongoDB.

Python scikit learn TensorFlow PyTorch SVM Random Forest XGBoost CNN RNN LSTM EDA Feature Engineering Model Evaluation Hyperparameter Optimization fastAPI MongoDB

Education

Degrees, certifications, and relevant coursework

NAVTTC

Certificate, Artificial Intelligence, Machine Learning & Deep Learning

2025 - 2025

Completed a 3-month Artificial Intelligence, Machine Learning & Deep Learning program, covering the full pipeline from feature engineering to API deployment.