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FoundersFounders
2088

Harsha Vardhan Khurdula

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Harsha Vardhan Khurdula
CEO & Co-Founder of
Interfaze (2025)
About

Harsha Vardhan Khurdula is Co-Founder of Interfaze (YC P26), a pioneering AI infrastructure company building deterministic AI models for developer tasks using a novel architecture that combines specialized DNN/CNN models with LLMs.

Before founding

Harsha holds a Master's degree in Computer Science from Purdue University and built deep expertise in computer vision, reinforcement learning, and NLP, previously serving as Founding AI Researcher at JigsawStack where the seeds of Interfaze were planted.

Founder Insights

Harsha has over 5 years of specialization in computer vision, reinforcement learning for SLMs, and AI research, with multiple peer-reviewed publications and a paper accepted into IEEE CAI 2026.

Experience

At Interfaze, Harsha co-architected a groundbreaking system that treats LLM applications as a context-building problem, combining heterogeneous DNNs with small language models to deliver high-accuracy, verifiable outputs for OCR, web scraping, STT, and classification.

Scale & Impact

Interfaze was accepted into Y Combinator's P26 batch and has published foundational research on task-specific small models, positioning the company at the frontier of the shift away from monolithic LLMs toward deterministic AI infrastructure.

2088

Harsha Vardhan Khurdula

Interfaze
Co-Founder
Logo
Harsha Vardhan Khurdula

Company(s)

Interfaze

Industry

SaaS

Year Founded

2025

Stage/Funding

Pre-Seed

Company Location

us

Connect

About

Harsha Vardhan Khurdula is Co-Founder of Interfaze (YC P26), a pioneering AI infrastructure company building deterministic AI models for developer tasks using a novel architecture that combines specialized DNN/CNN models with LLMs.

Before founding

Harsha holds a Master's degree in Computer Science from Purdue University and built deep expertise in computer vision, reinforcement learning, and NLP, previously serving as Founding AI Researcher at JigsawStack where the seeds of Interfaze were planted.

Founder Insights

Harsha has over 5 years of specialization in computer vision, reinforcement learning for SLMs, and AI research, with multiple peer-reviewed publications and a paper accepted into IEEE CAI 2026.

Experience

At Interfaze, Harsha co-architected a groundbreaking system that treats LLM applications as a context-building problem, combining heterogeneous DNNs with small language models to deliver high-accuracy, verifiable outputs for OCR, web scraping, STT, and classification.

Scale & Impact

Interfaze was accepted into Y Combinator's P26 batch and has published foundational research on task-specific small models, positioning the company at the frontier of the shift away from monolithic LLMs toward deterministic AI infrastructure.

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