Radhika Singhal

Senior Consultant - Business Operations - Knowledge Search & Synthesis (Python, Genai Tech Lead) @Boston Consulting Group (BCG)

Boston, MA, US

Collaborated within the Knowledge & Design Tribe at BCG to enhance search and data assets across multiple practice areas, delivering enterprise-grade solutions for knowledge management. • Designed and developed an AI-powered integrated search engine leveraging Generative AI, vector databases, and advanced parsing modules, combined with a scalable ingestion mechanism and an orchestration framework for seamless operations. • Engineered backend systems using Python with frameworks like Flask, Django, and FastAPI, implementing microservices architectures and REST APIs to ensure scalability, maintainability, and performance for complex applications. • Applied machine learning and predictive modeling techniques for data forecasting and business insights, improving decision-making capabilities. • Managed and optimized SQL (MSSQL, Snowflake) and NoSQL (DynamoDB, Elastic DB) databases, ensuring high data integrity, query performance, and reliability across large-scale applications. • Built cloud-based solutions using AWS (Lambda, EC2, SQS, S3) for scalable, fault-tolerant infrastructure and implemented CI/CD pipelines in Azure DevOps, enabling automated testing, integration, and deployment. • Worked extensively on integrating OpenAI-powered solutions for internal knowledge platforms, creating orchestration frameworks that connect AI models, vector databases, and content parsing for enhanced search experiences.