- Engineered an expansive multi-modal topic modeling system for enterprise use, tailoring various ML models including LLM (Llama2, Falcon).
- Developed a production-grade image generation service at the enterprise level, harnessing StableDiffusion with Dreambooth and fine-tuning using ControlNet.
- Showcased a chatbot demo, featuring LLM (Alpaca model), on ECS at the AI/ML booth during the AWS Summit 2023.
- Established and rigorously tested an event-driven microservice system to aggregate sensor data, utilizing CDK, Kafka, ECS on EC2, and Opentelemetry. Ensured the target system maintained a zero-tolerance policy for data loss across all potential failure scenarios.
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