Deep Sheth
AI Engineer | Multi-Agent Systems · RAG Pipelines · CUDA · LLM Infrastructure | USC MS CS | Open to AI/ML Roles
- Role
- Senior Ai Ml Engineer at Stealth Startup
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Deep Sheth
I build AI systems that work in production - not just demos.Currently at DotNex (SF), where I build RAG pipelines for unstructured cross-platform data. Previously AI Engineer Intern at Cadence Design Systems, where I cut LLM API inference costs by 48% through multi-agent architecture and built a log-parsing pipeline over 10M+ system logs for GPU workload debugging.On the research side, I\'m a contributor to SkyRL - Berkeley Sky Computing Lab\'s open-source RL training library for LLMs, backed by NVIDIA, Databricks, and Anyscale. SkyRL-SQL outperformed GPT-4o on text-to-SQL benchmarks.At the systems level: I optimized CUDA kernels on an NVIDIA A100, reducing PageRank kernel time from 9.3s to 1.3s (7x speedup). I also modified DuckDB\'s hash join internals with multilevel Bloom filters — 45% fewer redundant lookups, 2.5x query speedup.Before that, I built production ML services at Persistent Systems on AWS SageMaker serving 220K+ users at 99.9% uptime- What I work with -LLM Systems: Multi-Agent Workflows, RAG, PyTorch, CUDA, LLM Orchestration, Hugging Face, vLLMLanguages: Python, C++, C, SQL, Go, Java, BashCloud/MLOps: AWS (SageMaker, S3, Lambda), Docker, Kubernetes, Airflow, MLflowTools: LangChain, FastAPI, DuckDB, ChromaDB, FAISS, Neo4j, Databricks, PineconeMS Computer Science - University of Southern California (Dec 2025)Open to: AI Engineer, ML Engineer, Research Engineer, ML Systems roles in SF Bay Area or remote d••••••••@gmail.com
Experience
Senior Ai Ml Engineer
Apr 2026 — Present · San Jose, CA, US
Education
Vishwakarma Institute of Information Technology
Bachelor's degree, Computer Engineering
University of Southern California
Master's degree, Artificial Intelligence
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.