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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