Sohail Gidwani
I build intelligent systems that blend machine learning, software engineering, and thoughtful product design. Focused on practical AI that ships and scales.
Signal Stack
Focus
Applied AI, intelligent systems, and full-stack product engineering
Currently
M.S. in CS @ USC · exploring AI + systems design
Based
Los Angeles · Mumbai
12+
AI/ML Projects
6+
AI Systems
4
Years Building
About
Building AI products that feel thoughtful and scalable.
I am an AI engineer and full-stack developer who enjoys exploring everything from machine learning to system design. I build scalable pipelines, evaluation harnesses, and interfaces that make complex ideas usable.
My work blends rapid experimentation with production discipline. I like tackling ambiguous problems, designing the architecture, and shipping to users with strong observability and safety guardrails.
Signature focus
Intelligent systems, human-centered UX, and robust engineering practices that keep AI products dependable.
Systems Thinking
I map the full lifecycle of AI products, from data ingestion to guardrails and UX.
Collaborative
I enjoy working across design, research, and engineering to ship cohesive products.
Curious
Always experimenting with new models, system design ideas, and evaluation tools.
Product-Led
I focus on impact, rapid iteration, and building features that solve real pain points.
Education
Structured learning, layered over curiosity.
M.S in Computer Science
University of Southern California
Advanced studies in AI systems, retrieval, and large-scale software engineering.
B.E in Computer Engineering
University of Mumbai - TSEC
Focus on AI/ML, cloud computing, and full-stack development with strong academic performance.
Science - HSC
Jai Hind College, Mumbai
Foundation in science and mathematics with early exposure to computer science.
Experience
Industry, research, and product execution.
Student Worker - Research Assistant
Keck School of Medicine of USC
Supporting research that bridges visual and textual information for healthcare by preparing multimodal datasets, training vision-language models, and evaluating their clinical alignment.
Senior Software Engineer - I
Insaito, Inc.
Building cutting-edge AI agent platforms from scratch, focusing on open-source LLM deployment and integration architecture. Leading the development of comprehensive AI agent builder with extensive third-party app integrations.
Full-Stack/AI Developer
IIFL Finance Ltd
Led AI initiatives and developed cutting-edge machine learning models for various client projects. Mentored junior developers and contributed to the company's AI research efforts.
Web Developer (Intern)
Iremify.com
Designed and implemented machine learning algorithms for predictive analytics. Collaborated with cross-functional teams to integrate ML solutions into existing products.
Skills
Building across the full AI and CS spectrum.
Hover a skill to spotlight related projects and experience.
Projects
Selected builds with measurable outcomes.
Built a Flask + Postgres system with pgvector, OCR, and local LLMs to answer questions over academic docs.
Triumphs
Certifications and wins that shaped my journey.
Contact
Let's build the next AI experience together.
I'm open to full-time roles, research collaborations, and product experiments. Share your vision and we'll map the next steps.
Start a conversationPhone
GitHub
Location
Los Angeles, CA