Hi, I'm Farzad Roozitalab

Senior ML Engineer | Founder, AI RoundTable Inc.

Senior Machine Learning Engineer with 5+ years of experience building and hardening production LLM systems. I design evaluation frameworks for hallucination detection, drift monitoring, and cost–quality tradeoffs, and have led optimization of multi-stage ML/LLM pipelines achieving 90%+ accuracy with significant latency and cost reductions. As founder of AI RoundTable Inc., I also run an AI consulting practice and a YouTube channel covering the latest in applied AI.

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Areas of Expertise

LLM Evaluation & Reliability

Hallucination detection, drift monitoring, A/B testing, and cost–quality tradeoff analysis for production LLM systems.

RAG & Agentic Systems

Building production RAG architectures, agent orchestration, graph-based assistants, and semantic retrieval systems.

LLM Fine-tuning & Deployment

Fine-tuning large language and multimodal models, prompt optimization, and deploying cost-efficient LLM pipelines at scale.

ML Pipeline Optimization

End-to-end optimization of multi-stage ML/LLM pipelines — improving accuracy, reducing latency, and cutting infrastructure costs.

Computer Vision & NLP

Deep learning models for image understanding, ad classification, site monitoring, and natural language processing.

Enterprise AI & Consulting

Building AI capabilities from the ground up — roadmapping, architecture design, and delivering ML systems across operations and logistics.

Professional Journey

Founder & CEO

Jan 2025 - Present

AI RoundTable Inc., Edmonton, Alberta, Canada

AI consulting practice and media company delivering applied AI solutions and content.

Senior Machine Learning Engineer

Dec 2024 - Present

A Parent Media Co. (APMC), Edmonton, AB

Optimizing multi-stage ML/LLM pipelines for ad intelligence. Built hallucination detection classifiers, evaluation frameworks, and cut LLM costs by 40%.

Machine Learning Engineer & Data Scientist

Aug 2023 - July 2024

Tomlinson Group, Ottawa, ON

Built the company's AI capability from scratch. Delivered a RAG-based assistant adopted by 60+ users and multiple ML systems across operations.

ML Engineer & Consultant

Jan 2021 - Aug 2023

Capgemini Engineering

Deployed deep learning models for power transmission systems in real-time production environments. Built scalable data pipelines over 110+ GB of SCADA data.

Featured Projects

🚀

LLM-Zero-to-Hundred (550+ ⭐)

RAG architectures, agent orchestration, evaluation pipelines, and fine-tuning workflows.

🔍

Advanced-QA-and-RAG-Series (430+ ⭐)

Vector search, graph DBs, SQL agents, long-context optimization, and cost benchmarking.

🧠

Agentic-LongTerm-Memory (45+ ⭐)

Long-term memory architecture for agentic AI systems.

👁️

Finetune-LLAVA-NEXT (40+ ⭐)

Multimodal LLM fine-tuning pipeline for vision-language tasks.

🎬

AI RoundTable — YouTube

AI seminars, tutorials, and insights into the latest applied ML technologies.

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Publications — Google Scholar

5 peer-reviewed papers (IEEE Systems Journal, SEST, etc.), 100+ citations.

Let's Connect

Interested in collaborating on AI projects or discussing applied ML? I'm always open to connecting with teams and individuals working on hard problems.

Send Me an Email