Shreyas Kaps

Co-Founder

San Jose, California, United States1 yr experience

AI EnabledAI ML Practitioner

Key Highlights

Co-Founder of a Y Combinator-backed startup.
Expert in AI agents and statistical modeling.
Strong background in data science and machine learning.

Stackforce AI infers this person is a SaaS-focused AI and Data Science expert.

Contact

Skills

Core Skills

Ai AgentsSystems DesignVector DatabasesPython (programming Language)

Other Skills

Marketing StrategyModel Context ProtocolModel Context Protocol (MCP)SAP ERPReact.jsLangChainCybersecurityCyber DefenseEducational ResearchBERT (Language Model)Weights and BiasesGradient BoostingStatistical LearningData VisualizationMachine Learning

About

building ashr (YC W26) to help agentic technology reach its full potential. UC Berkeley 2028 (DS, Statistics) (on hold). please reach out at shreyas@ashr.io. always down to chat about the space and building agents.

Experience

1 yr

Total Experience

1 yr

Average Tenure

1 yr

Current Experience

Tessera labs

AI Engineering Intern

Sep 2025 – Dec 2025 · 3 mos · San Francisco, California, United States · Hybrid

Designed and implemented multi-agent pipelines to orchestrate AI workflows across distributed services (SAP and Salesforce-related functionality).
Applied Model Context Protocol (MCP) to integrate internal datasets with external LLMs, ensuring scalable and context-aware inference.
Migrated parts of the agent architecture to a vector embedded (chroma) database, improving query speed.
Collaborated with engineering team to design efficient, patent-pending agentic search and retrieval algorithm for agent to parse large ABAP programs and generate thousands of lines of ABAP codes entirely with agents.

AI AgentsVector Databases

Opsera

Software Engineering Intern at Opsera

Jun 2025 – Aug 2025 · 2 mos · Santa Clara County, California, United States · On-site

Created a statistical modeling agent which intelligently applied different statistical tools to internal data to respond to user queries, integrating the agent within the existing system.
Developed in-depth experience with Model Context Protocol (MCP), combining internal sources of data with existing in-house models (opsera hummingbird).
Collaborated with engineers in creating a knowledge graph to significantly enhance our model's responses to user queries.
Worked closely with staff engineers to reorganize internal data to support company goals.

AI AgentsPython (Programming Language)

Ashr (yc w26)

Co-Founder of Ashr

May 2025 – Present · 1 yr · Berkeley, CA · On-site

Synthetic Data Augmented Test Harnesses for Agents. Backed by Y Combinator (W26)
Book a call with me at: https://cal.com/shreyas-kaps-rkvuku/30min

Systems DesignMarketing StrategyAI Agents

University of california, berkeley, haas school of business

Founder at stEP Business Incubator

Sep 2024 – Jul 2025 · 10 mos · Berkeley, California, United States · Hybrid

Participated in UC Berkeley's stEP Business Incubator. Co-Founded Shop Your Climate (SYC), an AI-based PaaS solution to monitor GHG emissions on farms, facilitate a B2B marketplace for eco-friendly products, and provide consulting services to help farmers adopt sustainable practices.

Uc berkeley data discovery

Research Intern

Sep 2024 – Dec 2024 · 3 mos · Berkeley, California, United States · Hybrid

Scraped data from old, legacy FDA Citizen Petition Database and created a modernized structure to aid researchers.
Conducted Exploratory Data Analysis to uncover trends from scraped data, and presented findings to Berkeley Law and Technology Center.
Presented findings of research at Berkeley's Data Discovery Forum.