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Kusumita Dasgupta
Director-level Engineering Leader specializing in data platforms, cloud systems, and LLM products
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About
Engineering leader/player-coach with recent hands-on work delivering an agentic AI MVP on Amazon Bedrock (conversational UI + supervisor agent routing between internal knowledge and external sources). Previously drove large-scale data platform cost optimization at Twitter, saving ~$3M–$5M annually, and has owned production incidents end-to-end with a focus on analytics/monitoring improvements and team coaching.
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Key Strengths
- Led design and delivery of an MVP using Amazon Bedrock with a conversational UI and agent-based routing
- Built an LLM evaluation approach using synthetic data + eval harness/LLM-as-judge to handle non-deterministic metrics
- Ambiguous cost-reduction initiative on data infrastructure at Twitter; saved ~$3M–$5M annually via deduplication, deleting unused data, and dataset remodeling
- End-to-end incident ownership with rollback-first mindset; improved monitoring/analytics and funnel metrics after a homepage revamp caused ~20% daily traffic drops
- Effective team execution in unknown problem spaces by splitting workstreams and driving incremental wins
- People leadership: code-centric 1:1s, structured coaching for underperformance, and SBI feedback; helped a first-time manager improve and earn nomination to lead strategic initiatives
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