Experience
My professional journey and work history
Senior ML Engineer
Tech Corp AI
June 1, 2023 – Present
Leading ML infrastructure and building production LLM applications.
Location: San Francisco, CA
Type: Full-time
Key Highlights:
- Led development of LLM inference pipeline serving 500K+ requests/day
- Built end-to-end ML monitoring and observability system
- Mentored team of 5 engineers on ML best practices
- Reduced model serving latency by 60% through optimization
Machine Learning Engineer
DataFlow Systems
March 1, 2021 – May 1, 2023
Developed computer vision and data engineering pipelines.
Location: San Francisco, CA
Type: Full-time
Key Highlights:
- Built real-time object detection pipeline processing 1M images/day
- Designed and implemented data lakehouse architecture
- Reduced data processing time by 70% through optimization
- Published 2 papers on efficient ML systems
Data Scientist (Contractor)
StartupXYZ
June 1, 2020 – February 1, 2021
Built predictive models and analytics infrastructure.
Location: Remote
Type: Contract
Key Highlights:
- Developed churn prediction model with 88% accuracy
- Increased product engagement by 35% through personalization ML