Career Timeline
Professional journey through AI/ML engineering and technical leadership.
Jan 2022 - Present
AI/ML Tech Lead
Amagi
Leading AI/ML initiatives for cloud-based SaaS platform serving broadcast and streaming media industry.
- • Led development of AI-powered ad optimization systems serving 500M+ daily ad decisions
- • Built RAG systems for intelligent content recommendation across 1000+ channels
- • Architected MLOps pipelines reducing model deployment time from weeks to hours
- • Designed experimentation platform enabling 50+ concurrent A/B tests
- • Built real-time feature store processing 10M+ events per minute
PythonTensorFlowPyTorchKubernetesAirflowRedisPostgreSQLKafkaMLflow
Jun 2019 - Dec 2021
ML Engineer
Slinintel
Built customer intelligence and NLP systems for B2B sales intelligence platform.
- • Developed NLP2SQL systems achieving 94% accuracy on production workloads
- • Built customer intelligence platform analyzing 10M+ data points daily
- • Implemented real-time data processing pipelines handling 100K+ events/second
- • Created automated data enrichment systems improving data quality by 40%
PythonNLPTransformersElasticsearchKafkaFastAPIPostgreSQL