Anay Dongre
Seeking 2026 NG MLE roles | Research Assistant
- Role
- Graduate Research Assistant at Autonomous Vehicle Laboratory
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Anay Dongre
The hardest part of ML engineering isn\'t the model. It\'s everything you ship around…
Experience
Graduate Research Assistant
Jun 2025 — Present
Tools: Python, PPO, Docker, AWS (GPU), GitHub Actions • Set vision and a four-sprint plan for an autonomous campus-shuttle pilot; led a 3-person team to an on-road demo in 30 days, enabling $50K follow-on funding. • Implemented PPO with tailored reward shaping for lane-keeping; improved success rate 78% to 92% and cut training iterations ~35%. • Stood up a cloud MLOps stack (containerized builds, GPU training jobs, telemetry/alerts); reduced model deploy cycle 2 weeks to 2 days with single-click rollbacks. • Ran weekly demos and KPI reviews with faculty, safety, and hardware teams to mitigate risk and keep delivery on schedule.
Education
California State Polytechnic University-Pomona
Master of Science - MS, Computer Science
Savitribai Phule Pune University
Bachelor of Engineering in Information Technology, Information Technology
2019 — 2023
Skills
- Engineering Management
- Hardware
- Electrical Engineering
- Dcs
- Systems Engineering
- Energy
- Plc
- Instrumentation
- Project Engineering
- Process Automation
- Control Systems Design
- Manufacturing
- Process Control
- Factory
- Commissioning
- Automation
- Electricians
- Engineering
- Networking
- Project Management
- Process Engineering
- Mechanical Engineering
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