Haidar Ali

Deep Torch

• –Delivered custom AI products for 5+ clients, including chatbots and predictive analytics.
• –Conducting AI research on Deep Reinforcement Learning agents for cloud data centers.
• –Optimizing VM and server placement to reduce active physical servers.

Ntigra

• –Led development of an in-house LLM system, improving performance by 7% and reducing costs.
• –Built production agentic RAG for medical ICD coding using ChromaDB and autonomous agents.
• –Developed few-shot retrieval mechanism, improving F1 score by 13% over static prompting.

Deep Torch

• –Researched and prototyped real-time sign language translation pipeline.
• –Mentored students in machine learning fundamentals and Python engineering.
• –Facilitated paper clubs translating deep learning research into reproducible code.

SHAI

• –Built end-to-end ML workflows using Pandas, NumPy, and Scikit-learn.
• –Worked on classification and prediction problems using ensemble methods.
• –Conducted data exploration, preprocessing, and feature engineering.