AI & Machine Learning Engineer
Vinayak Gajendra Panchal
AI/ML engineer focused on GenAI and NLP; Canada-based.
Vinayak prototypes and productionizes AI features—information retrieval, routing, and evaluation—for real enterprise constraints. He works across data prep, model integration, and monitoring to keep AI behavior grounded, observable, and cost-aware.
With over two years of experience shaping AI and ML models, he has developed conversational interfaces that translate real estate questions into data-driven insights, achieving 40% reduction in execution costs while boosting precision.
Education
Engineering/Computer Science focus, University of Waterloo- Developed conversational interfaces achieving 40% cost reduction with boosted precision
- Former Machine Learning Associate with Vector Institute creating proof of concept
- Published researcher with work on computer vision and data acquisition systems
GET ANSWERS
Practical Tips & Guides for Real Estate Teams
Step-by-step tutorials and tactical advice to help you maximize Leni's platform and optimize your CRE workflows.
Mon Nov 09 2026
Offering memorandum review: reconcile the OM, rent roll and T-12
by Gaurav Madani
Sat Nov 07 2026
Changing commercial property managers: a data handover checklist
by Zain Nathoo