Sagar Vaiyata

Professor @Humber Polytechnic

Toronto, ON, CA
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WORK HISTORY

Jan 2025 — Present

Professor @Humber Polytechnic

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Toronto, ON, CA

EDUCATION

2019 — 2022

Navrachana University

Bachelor of Technology - BTech

2016 — 2019

PARUL POLYTECHNIC INSTITUTE

Diploma

2023 — 2023

Conestoga College

Postgraduate Degree

2023 — 2024

Humber College

Graduate Certificate

ABOUT SAGAR VAIYATA

I’m an AI/ML Solutions Architect and Professor passionate about bridging cutting-edge research with real-world business impact. I help entrepreneurs and organizations turn ambitious ideas into scalable AI-powered solutions that deliver measurable results. My work spans Large Language Models (LLMs), Generative AI, Diffusion Models, and full-stack systems from pretraining and fine-tuning AI models to building responsive dashboards and backend architectures that process millions of data points efficiently. Selected Achievements- Increased LLM response relevance by 25% with Retrieval-Augmented Generation (RAG) pipelines- Boosted generative AI output diversity by 35% using Stable Diffusion and LoRA- Improved early ASD diagnosis accuracy by 20% through AI-driven medical research- Reduced enterprise dashboard load times by 20% for global clients. As a Professor at Humber Polytechnic, I combine academic rigor with hands-on industry experience, mentoring the next wave of AI innovators. Core Specialties: LLMs, RAG, Generative AI, Computer Vision, Data Visualization, Microservices, and Cloud (AWS, GCP, Azure). If you’re an entrepreneur or leader looking to integrate AI into your team’s workflow, I can help you design, build, and deploy solutions that make complex data actionable and drive tangible growth. Let’s connect and make your next AI project a success.

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Sagar Vaiyata — Professor at Humber Polytechnic in Toronto, ON, CA | Unifers