PitchPrep — Multi-Agent Sales Research Assistant
Multi-agent sales research assistant that researches prospects, verifies claims against source evidence, and generates grounded sales briefs and outreach emails.
AI/ML Engineer & Data Scientist
I build intelligent systems and turn complex data into practical, production-ready solutions.
Explore my work Have something in mind? Let’s talk.
/SELECTED WORK
Multi-agent sales research assistant that researches prospects, verifies claims against source evidence, and generates grounded sales briefs and outreach emails.
AI EngineeringFull-stack university admissions platform with AI-powered recommendations, RAG chatbot support, document ingestion, and role-based application workflows.
AI EngineeringMulti-agent forensic audit system that autonomously queries business data, detects anomalies, investigates root causes, and generates executive audit reports.
Computer VisionCustom YOLOv8m computer vision system trained to detect and classify nine road-user categories from real-world Karachi traffic imagery for traffic analysis.
/CAPABILITIES
LLM applications, grounded in your data.
RAG and semantic search, multi-agent systems, AI assistants, tool-enabled workflows, MCP integrations, and production APIs built with modern LLM frameworks.
From useful features to evaluated models.
Feature engineering, classification, forecasting, hyperparameter tuning, cross-validation, model evaluation, explainability, and production ML pipelines.
Find the signal. Explain the result.
Exploratory data analysis, statistical analysis, anomaly detection, forecasting, experimentation, and model explainability.
Help machines understand what they see.
Custom dataset preparation, object detection, image processing, model training, inference, tracking, and traffic-scene analysis.
Turn raw numbers into decisions.
Data cleaning, SQL analysis, KPI design, interactive dashboards, business reporting, and decision-focused visualization.
/MY TOOLKIT

/A LITTLE ABOUT ME
I'm Hamza, an AI/ML engineer and data scientist based in Karachi. I build multi-agent systems, RAG applications, machine learning solutions, computer vision systems, and data products.
A Computer Science graduate from Hamdard University specializing in Data Science, I enjoy taking a problem from raw data or an initial idea to a working system people can use.
/Experience
Summer Intern
Completed a six-week internship with professional sessions, group activities and organizational visits. Documented key takeaways through weekly assignments and collaborated with students from different universities.
Data Science Intern
Developed an AQI prediction model and a Google Cloud feature store. Worked with model registries, automated pipelines and reproducible machine learning workflows.
Data Science Intern
Performed data cleaning, feature engineering and exploratory analysis. Built baseline machine learning models and shared insights with mentors and teammates through GitHub.
Have a problem worth solving? Let’s talk about what we can build together.
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