Sohail Gidwani
I build ML systems that actually ship. From fraud detection to multimodal healthcare AI, I focus on practical solutions that work at scale.
AI/ML Projects
AI Systems
Years Building
About
I'm an AI engineer and full-stack developer. I build ML pipelines, evaluation systems, and interfaces that turn complex ideas into usable products.
I like tackling ambiguous problems, figuring out the right architecture, and getting things in front of users quickly. Most of my work sits at the intersection of ML research and production engineering.
Focus
Intelligent systems, clean UX, and engineering that holds up when it matters.
Systems Thinking
I think about the full picture, from data ingestion to model serving to what the user actually sees.
Collaborative
I like working across design, research, and engineering. The best products come from overlap.
Curious
Always trying new models, benchmarking tools, and system design patterns to see what sticks.
Product-Led
I care about impact. Ship fast, measure what matters, and iterate on what users actually need.
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.
Research Assistant
Keck School of Medicine of USC
Multi-modal deep learning for Alzheimer's disease prediction using T1 MRI, DTI imaging, and clinical data across 2,363 ADNI subjects.
Senior Software Engineer I
Insaito, Inc.
Led architecture of an AI agent builder platform with OAuth integrations for 100+ third-party apps and open-source LLM deployment.
Full Stack Software Developer
IIFL Finance Ltd
Built RAG chatbots, AI fraud detection, and automated support systems that cut resolution times and reduced loan fraud.
Web Developer (Intern)
Iremify.com
Built backend APIs and responsive front ends using Node.js, Flask, and React.
Skills
Building across the full AI and CS spectrum.
Hover a skill to spotlight related projects and experience.
TensorFlow
PyTorch
Scikit-learn
Keras
OpenCV
HuggingFace
Pandas
NumPy
Matplotlib
SeabornProjects
Selected builds with measurable outcomes.
Knowledge Hub
Local-first AI portal for handwritten notes with OCR, semantic search, and RAG-based Q&A.
Built a local-first Flask + Postgres portal with pgvector, OCR for handwritten notes, and Ollama-powered LLMs to answer questions over academic docs.
Image Captioning
CNN + Transformer pipeline achieving a BLEU score of 0.80.
ScribeGlobe
Medium-like platform with a serverless backend on Cloudflare Workers.
Tech Updates
Personal tech news aggregator with auto categorization via Azure OpenAI.
Triumphs
Certifications and wins that shaped my journey.
Beyond the Code
What keeps me going outside of work.
Marvel Universe
Story-Driven Games
Simple Pleasures
Tap any to learn more
Contact
Let's build the next AI experience together.
I'm open to full-time roles, research collaborations, and interesting side projects. Feel free to reach out.
Phone
GitHub
Location
Los Angeles, CA