Parivesh Choudhary

AI Researcher

Sunnyvale, California, United States20 yrs 11 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • 20+ years in software engineering and R&D.
  • Expert in designing high-impact AI systems.
  • Focused on autonomous agents and multimodal LLMs.
Stackforce AI infers this person is a SaaS expert specializing in AI-driven solutions for enterprise applications.

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Skills

Core Skills

Machine LearningPython (programming Language)Data AnalysisData ProcessingArchitecture

Other Skills

Time Series ForecastingNumPyCommunicationAnalyticsPyTorchProject TeamsAnalytical SkillsScikit-LearnTeam LeadershipGenerative ModelingTechnical LeadershipBig DataGenerative AIData CollectionStatistical Modeling

About

With 20+ years in software engineering and R&D, I design and build high-impact AI systems at the intersection of machine learning, large-scale architecture, and agentic intelligence. My current focus is on autonomous agents, multimodal LLMs/VLMs, and systems that learn, adapt, and optimize across complex domains like chip design and software development. At Synopsys, I serve as a Senior Architect in the GenAI EEG group, where I lead the design and technical development of AI agents that accelerate both the EDA lifecycle and internal SDLC productivity. These include: • Autonomous agents for code review, code completion, and bug fixing • Vision-Language-based RAG systems to process and reason over design specifications • End-to-end pipelines for translating English specifications into SystemVerilog assertions via LLM-based machine translation Previously, I architected: • Intelligent Test Selection – a microservices-based system for RTL regression test optimization, leveraging change-aware heuristics to maximize coverage with minimal cost. • Dragonfly – a dynamic job dependency resolution and scheduling platform that doubled resource utilization across internal compute environments. My work spans building reusable agentic architectures, scalable inference systems, and deep neural integrations for applied use cases. I thrive in environments that demand innovation, deep technical ownership, and cross-domain problem solving. Now, I’m expanding my focus to autonomous robotics, reinforcement learning, and physical AI — aiming to bridge software intelligence with embodied systems.

Experience

20 yrs 11 mos
Total Experience
6 yrs 11 mos
Average Tenure
12 yrs 6 mos
Current Experience

Synopsys inc

5 roles

Sr Architect

Mar 2024Present · 2 yrs 3 mos

Machine LearningPython (Programming Language)Time Series ForecastingNumPy

Principal Engineer

Promoted

May 2023Present · 3 yrs 1 mo

CommunicationAnalyticsMachine LearningPyTorchPython (Programming Language)Project Teams+27

Sr Staff R&D Engineer

May 2020Apr 2023 · 2 yrs 11 mos

  • Lead a project for NLP Machine Translation engine to translate Specifications written in Natural language (English) and translate them into System verilog language assertions.
  • Designed Training pipeline
  • Worked on inferencing pipeline
CommunicationAnalyticsMachine LearningPyTorchPython (Programming Language)Project Teams+28

Staff R and D Engineer

Feb 2018May 2020 · 2 yrs 3 mos

  • Architected and designed Dragonfly - Dynamic job dependency discovery and scheduling system to efficiently pack jobs on the underlying resources. Got upto 2x benefits and increased utilization of resources
CommunicationAnalyticsMachine LearningPyTorchProject TeamsAnalytical Skills+18

Sr R and D Engineer

Nov 2013Feb 2018 · 4 yrs 3 mos

CommunicationMachine LearningPython (Programming Language)Analytical SkillsScikit-LearnData Processing+8

Yahoo

Tech lead

Aug 2010Nov 2013 · 3 yrs 3 mos · Bengaluru

  • Ad tech prediction engine system for Non-Guaranteed Delivery Ads
  • Developed Online / Offline metrics system using oozie.
  • Developed features for ETL pipeline
  • Developed Automation Framework to simulate and test entire Ad serving prediction pipeline (Backend and Online)
CommunicationMachine LearningAnalytical SkillsData ProcessingBig DataStatistical Modeling+11

Synopsys

R & D Engineer

May 2005Jul 2010 · 5 yrs 2 mos

CommunicationAnalytical SkillsEnterprise Solution DesignData StructuresLinuxSoftware+2

Education

International Institute of Information Technology Hyderabad (IIITH)

Bachelor of Technology - BTech — Computer Science

Jul 2001Jun 2005

Birla Institute of Technology and Science, Pilani

MS Software systems — Computer Science

Jul 2008Jul 2011

International Institute of Information Technology Hyderabad (IIITH)

Bachelor's degree — Computer Science

Jul 2001Jul 2005

IIIT Hyderabad

B.Tech — Computer Science

Jan 2001Jan 2005

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