Harsh Maheshwari
Building AI Systems That Move Markets
Building production-grade AI systems, enterprise search, and RAG pipelines that drive measurable business outcomes.
About Me
The journey from Mumbai to Boston, and beyond
From Mumbai to Boston, I've spent the last decade building AI and search systems that drive real business outcomes. As an AI Architect & Advisor, I specialize in taking complex problems from enterprise search, patient-provider matching, RAG-powered research to turning them into production systems that impact millions of users, I've built and architected AI infrastructure for existing & emerging business verticals.
My career has been defined by 0-to-1 execution: incubating products from ideation to commercial success, leading teams through ambiguity, and consistently delivering at principal-level architecture standards. I combine deep technical expertise in AI/ML, search, and full-stack engineering with a track record of measurable commercial impact.
Beyond building, I'm passionate about mentoring the next generation of engineers and sharing knowledge through speaking, workshops, and advisory work. I currently advise Validare Capital on health-tech and AI commercialization strategies.
Advisory Role
Currently advising Validare Capital on health-tech strategy, AI commercialization, and startup investments.
Experience
A decade of building high-impact systems at scale
Senior AI Architect
- Scaling tech for new formations, building and architecting AI solutions for emerging business verticals.
- Leading cross-functional teams to deliver revenue-impacting AI products as part of a startup accelerator program.
Senior AI Architect
- Scaling tech for new formations, building and architecting AI solutions for emerging business verticals.
- Leading cross-functional teams to deliver revenue-impacting AI products as part of a startup accelerator program.
Principal Engineer — TLCP (<1% acceptance)
- Nominated and accepted into the Technology Leadership Career Path with less than 1% acceptance rate.
- Led the Intelligent Patient-Provider Matching incubator from ideation to commercial success in ~4 months, targeting $11B in patient attrition costs.
- Built enterprise-scale provider search systems serving millions of users in HIPAA-compliant environments.
- Led enterprise search R&D initiatives, establishing retrieval architecture as a core differentiator.
Principal Engineer — TLCP (<1% acceptance)
- Nominated and accepted into the Technology Leadership Career Path with less than 1% acceptance rate.
- Led the Intelligent Patient-Provider Matching incubator from ideation to commercial success in ~4 months, targeting $11B in patient attrition costs.
- Built enterprise-scale provider search systems serving millions of users in HIPAA-compliant environments.
- Led enterprise search R&D initiatives, establishing retrieval architecture as a core differentiator.
Master of Science in Computer Science
- Master of Science in Computer Science from San Diego State University.
Master of Science in Computer Science
- Master of Science in Computer Science from San Diego State University.
Search Subject Matter Expert
- Recognized as the search SME across the organization, leading modernization initiatives.
- Mentored 550+ engineers across teams and functions.
- Led microservices and micro-frontend transformations at enterprise scale.
- Received 3 excellence awards with recognition from executives including the CTO.
Search Subject Matter Expert
- Recognized as the search SME across the organization, leading modernization initiatives.
- Mentored 550+ engineers across teams and functions.
- Led microservices and micro-frontend transformations at enterprise scale.
- Received 3 excellence awards with recognition from executives including the CTO.
BE Computer Engineering
- BE in Computer Engineering from DJSCE, Mumbai (2013–2017, GPA: 3.8)
BE Computer Engineering
- BE in Computer Engineering from DJSCE, Mumbai (2013–2017, GPA: 3.8)
Expertise
Deep specialization across AI, search, and full-stack engineering
AI/ML + GenAI
Building production-grade AI systems from RAG pipelines to agentic workflows, with deep expertise in healthcare AI.
Search & Retrieval
A decade of search expertise spanning enterprise, provider, and research retrieval at massive scale.
Full-Stack Engineering
End-to-end engineering across the stack, from React frontends to cloud-native infrastructure.
Impact
Numbers that reflect a career built on measurable outcomes
Fortune 100 Deal
Patient Attrition Impact
Engineers Mentored
TLCP Acceptance Rate
Excellence Awards
Peer Reviews
Published Research
Patents Filed
Patents
Intellectual property in AI, search, and healthcare technology
Articles
Writing about AI, frameworks, and modern engineering
Speaking
Sharing knowledge on AI, search, and modern engineering
Past Talks
React Summit 2024
React + Microfrontends
AI in Healthcare (Moderated Panel)
Healthcare AI
Available Topics
Agentic AI & Workflow Automation
Building autonomous AI systems that orchestrate complex workflows in production.
LLMs & RAG in Production
Practical patterns for deploying retrieval-augmented generation at enterprise scale.
Healthcare AI
HIPAA-compliant AI systems — from patient matching to provider search.
Enterprise Search at Scale
Architecture and lessons learned from building search systems serving millions.
React & Microfrontends
Modern frontend architecture for large-scale enterprise applications.
Get in Touch
Whether you want to collaborate, book a session, or invite me to speak
Send a Message
Have a question or want to collaborate? Drop me a message.
Book a Session
Want mentorship or career guidance? Book a 1:1 session on ADPList.
Invite to Speak
Hosting an event on AI, search, or engineering? I'd love to be a part of it.