Open to opportunities

Samie Ahmad

@samieahmad

Message

I build LLM applications, AI agents, RAG systems, and production ML pipelines for real-world decisions.

Pakistan

Message

What I'm looking for

I'm looking to build practical AI and ML systems, especially LLM applications, agents, RAG workflows, and deployed products where I can translate stakeholder needs into reliable outcomes.

I build LLM-powered applications, RAG pipelines, semantic search systems, AI agents, and production-oriented automation workflows across healthcare, lead generation, environmental forecasting, and research.

At 10Pearls, I built and deployed an end-to-end AQI forecasting pipeline, selecting a Random Forest model with R² = 0.894 and delivering forecasts through a React dashboard and API workflow. At Systems Limited, I developed multi-agent automation and an agentic lead-generation system that reduced manual prospecting time by 40%.

At Deosai MedTech and LUMS research labs, I work on clinical documentation, language-model evaluation, reasoning distillation, and machine learning for agriculture. I use Python, FastAPI, PyTorch, LangChain, LangGraph, Azure AI, vector databases, Docker, and GitHub Actions to turn practical requirements into reliable AI systems.

Experience

Work history, roles, and key accomplishments

Intern, Data Science Department

10Pearls

Aug 2025 - Sep 2025 (1 month)

Built and deployed an end-to-end AQI forecasting pipeline with real-time ingestion, preprocessing, feature engineering, model training, REST API serving, Parquet storage, Docker, and GitHub Actions. Benchmarked models and selected Random Forest with R² = 0.894, and packaged outputs into a React dashboard.

Python fastAPI Docker GitHub Actions Random Forest Ridge MLP React REST APIs Parquet AQI Forecasting MLOps

Education

Degrees, certifications, and relevant coursework

Lahore University of Management Sciences (LUMS)

Bachelor of Science, Computer Science

2022 -

Pursuing a Bachelor of Science in Computer Science at Lahore University of Management Sciences, with coursework and projects in AI/ML and software engineering.