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Staff Machine Learning Engineer

Aisera | July 2022 - December 2024

Led multiple critical ML initiatives as Pod Lead for Search Service and KB-Matching service, driving significant improvements in search accuracy and system performance.

Responsibilities

  • Spearheaded development of multi-engine search component integrating Neural Search, Public Search, and Flow Search for domain-specific chatbots
  • Led all delivery epics related to the company's Search Service
  • Designed and deployed state-of-the-art Neural Search Service
  • Led the development and launch of KB-Matching service
  • Conducted comprehensive code reviews and mentored junior team members

Key Achievements

  • Enhanced query accuracy and user experience through advanced embedding techniques
  • Reduced search latency and elevated system performance
  • Optimized document-matching accuracy and scalability
  • Established and applied stringent evaluation metrics

Technologies Used

PythonNeural SearchElasticsearchOpenSearchAirflowDockerKubernetesDeep LearningMachine Learning