About me
Hi, I’m Manmeet 👋
I build reliable AI systems for production — from large-scale ML pipelines to agentic workflows and LLM-powered applications. Over the past 6+ years, I’ve worked across fintech, retail, and research environments (Instacart, TD Bank, Scotiabank, Vector Institute), designing systems that turn complex data into decisions at scale.
A few outcomes from my work:
- Reduced model validation cycles from weeks to days by building automated testing and monitoring systems.
- Built NLP-driven anomaly detection across 31 global jurisdictions.
- Improved pipeline performance by 12–70% through distributed ML and ETL optimization.
My focus today is on the next generation of AI systems:
- Agentic workflows and orchestration
- LLM evaluation and reliability
- Production-grade RAG systems
- Monitoring and debugging AI systems in real-world environments
I’m especially interested in building AI systems that are not just powerful, but measurable, reliable, and production-ready. If you're working on LLM systems, agents, or AI workflows and care about reliability at scale — feel free to reach out.
Testimonials
-
Rann Sharma
Chief People & Culture Officer @ CMHAI had the pleasure of working with Manmeet on a complex analytics and dashboard project. Her expertise, attention to detail, and a collaborative approach made a real difference in turning data into important insights. Manmeet is a trusted partner who consistently delivers high-quality results and adds value to any team or project.
-
Dr. Rajesh Sharma
Professor, Plaksha UniversityManmeet collaborated on a research problem related to US Elections. Her responsibility included collection of data from Twitter, large scale data analytics, formulation of research problems, and writing a research article. I really enjoyed working with her. I found her to be an ardent researcher, proficient programmer, and a fantastic team player.
-
Yinka Oladimeji
Director, Shopping Analytics @ RBCI worked with Manmeet at the Vector Institute for Artificial Intelligence. Manmeet was instrumental in the delivery of the maiden edition of the ML program for black and indigenous students. She is extremely smart and dedicated, she went the extra mile to ensure we delivered the project. Manmeet is a great asset to any team.
-
Shouvik Paul
ML Researcher, Budget AutoManmeet Kaur Baxi's guidance and mentorship were instrumental to my success in deep learning and natural language processing projects at Lakehead University. She is a talented, helping-minded woman with vast knowledge in Artificial Intelligence topics. When I first arrived in Canada, Manmeet helped me acclimate to the new environment, providing valuable assistance with official work and helping me navigate the university's resources. Her assistance with scholarships and official matters was invaluable, and I highly recommend her to any team or organization.
