I am a lead applied ML engineer that enjoys solving complex problems and building products that have a direct impact on people's lives. Since 2021, I work at Shopify building the next generation of ecommerce search.

Prior to Shopify, I was a Data Science lead at Nextail, a fashion retail startup, where I led demand forecasting efforts.

Interests

• Applied ML

  • Search
    • LLMs as a Judge
    • Re-ranking
    • Hybrid retrieval
  • LLMs
    • Fine-tuning
    • Prompting
  • Multi-agent systems
  • Recommender systems
  • Time series forecasting

• Startups

  • AI business models
  • Product development

Tech stack

• Programming languages: Python, Java
• Frameworks and libraries: pytorch, transformers, lightning, deepspeed, scikit-learn, pandas, numpy
• Databases: MySQL, PostgreSQL, BigQuery, Redshift
• Data processing: Ray, Spark, Dask, DBT
• Cloud: AWS, GCP
• Misc: Docker, Kubernetes, Airflow