AI-ML Engineer
Agentic Voice Bot for BFSI(using RAG)
pipecat, rag, agentic ai, stt, tts, silero vad
Developed an on-premises Agentic Voice Bot for BFSI using Pipecat, integrating Silero VAD, STT, LLM, and TTS components with RAG using FAISS for knowl
Bank Statement Aggregator with Fraud Detection for BFSI (2025–26)
llm, on-prem server, ocr, sql, fast api, webhook, aws, lambda, prompt engineer, rule based ml
Developed client-specific fraud-detection logic optimized to O(n) time and space complexity, enabling concurrent processing of thousands of client log
Fine-Tuned ViT-Based Model for Selfie Clear/Blur Detection (2025–26)
prompt engineer, fine tuning, open source model, vit, sagemaker, s3
Engineered a multi-model image classification system for clear/blur selfie detection by fine tuning two open-source ViT models across three distinct a