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Abhishek Ramesh Kumar
developerApplied AI / ML | RAG evaluation | Multi-agent systems | Speech processing | Python & FastAPI
Public projects
banking-fraud-rag-eval-system
Retrieval-augmented pipeline with a chunking/retrieval evaluation harness, tested FastAPI service, Docker packaging, and CI — proof-of-build for the ElevenLabs x Ignyte Real-Time Fraud Intervention voice-agent submission.
Python
rag-eval-system
Production RAG pipeline with an evaluation harness and reproducible benchmarks — FastAPI, Docker, CI.
Pythondockerevaluationfastapi
SkyeTravel
Multi-agent AI travel planner built on Google ADK and Gemini, grounded in live search rather than model recall.
Jupyter Notebookai-agentsgeminigenerative-ai
Autolysis-Automated-Data-Analysis-Framework
Zero-config framework that profiles any CSV — clustering, outlier detection, feature importance — and narrates findings via LLM.
Jupyter Notebookautomationdata-analysisllm
Likely stack
ElevenLabsFastAPI
