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Aditya Reddy Gunda
Intern AI/ML & Data Engineer specializing in deep learning, NLP, and cloud data pipelines
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About
AI/ML practitioner with production experience building a RAG-powered contextual customer support agent, optimizing for low latency using vector databases and smaller LLMs. Also deployed a fraud detection model on Kubernetes with auto-scaling for heavy transactional loads, and improved chatbot accuracy by 15% through metric-driven testing and evaluation. Partners with Marketing on personalization/recommendation initiatives with measurable outcomes tied to customer feedback.
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Key Strengths
- Built and deployed a production RAG-based customer support chatbot
- Performance optimization for LLM systems (improved speed via vector DB + smaller model)
- Kubernetes-based deployment enabling auto-scaling for high-transaction fraud detection workloads
- Reliability-focused AI development (clear goals, unit/integration testing, metric-driven evaluation)
- Improved chatbot accuracy by 15% through iterative testing and latency targets
- Pragmatic model/retrieval selection balancing speed, accuracy, and cost for private-document QA
- Effective collaboration with non-technical stakeholders to define measurable success metrics
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2 publications
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