Machine Learning Engineer
10+ years exp
5+ years ML exp
Python
JavaScript
Node JS
SQL
TypeScript
Active 8 days ago
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Overview
Technical skills
Timeline
Roles
Overview
Staff AI Engineer with 10 years of software engineering and machine learning infrastructure experience, focusing on production AI systems. Experienced in LLM inference systems, model evaluation and optimization pipelines, and performance tuning for high-throughput environments. Previously built scalable backend and ML-driven personalization services for a large global platform.
Technical skills
Python• Senior • 10y+
JavaScript• Junior • 10y+
Node JS• Junior • 10y+
SQL• Middle • 5y+
TypeScript• Middle • 5y+
Databases
Apache Kafka• 10y+
ElasticSearch• 10y+
PostgreSQL• 10y+
Redis• 10y+
AI/ML
LLM
RAG
CUDA Toolkit• 5y+
PyTorch• 5y+
vLLM• 3y+
Frontend
React.js• 10y+
DevOps
GitHub Actions
AWS• 10y+
Docker• 10y+
Kubernetes• 5y+
Timeline
Senior Software Engineer
•
Senior
Improving
•
Full-Time
Architected production LLM inference systems to serve millions of requests by improving distributed serving and model caching for latency and throughput. Built model evaluation and optimization pipelines to support iterative improvements across client AI systems in production. Established engineering standards for AI development, code review, and deployment, and mentored engineers on production ML system design and infrastructure optimization.
Python
PyTorch
Kubernetes
CUDA Toolkit
vLLM
AWS
Docker
SQL
TypeScript
Software Engineer
•
Middle
Udemy
•
Full-Time
Built and optimized backend services for a global learner platform, using distributed caching and database query optimization to reduce response latency. Developed machine learning models for recommendation and personalization features, improving course discovery with data-driven ranking. Designed event-driven microservices for async processing and analytics pipelines, scaling infrastructure for seasonal peak traffic while reducing costs.
Pythonsince 2016
JavaScript
Node JS
React.js
PostgreSQL
Redis
AWSsince 2016
Dockersince 2016
Apache Kafka
ElasticSearch
University of Denver
Bachelor's Degree •
Computer Science
