AI/ML Engineer
Shellkode
• Designed and deployed a production-ready data extraction pipeline using AWS Textract to extract structured information from invoices, bills, and medical prescriptions, transforming outputs into a standardized JSON schema with over 80% accuracy and reducing the human effort by 70%. • Developed and implemented multiple backend architectures for diverse business use cases using FastAPI, including integration of Outlook email automation using the Microsoft Graph API. • Implemented RBAC, RAG systems, and multi-orchestrator agents using AWS Bedrock for BFSI clients, delivering optimized prompt-engineering strategies to enhance agent performance and reliability. • Executed several AI/ML and automation use cases such as post-call analytics using AWS Transcribe, Dynamo DB, Bedrock LLM, voice-based solutions for inbound/outbound call workflows (Shellkode implementation) using various open-source and paid STT/TTS models, and customer helpdesk portal automation by creating Qwikcilver Webhooks and using AWS Lambda, API Gateway to streamline support processes.
Associate Software Engineer
Global Logic
Python Developer Intern
Anubhooti Solutions
> Researched & developed cutting-edge techniques to differentiate between real & synthetic media. > Successfully identified, tested various key parameters to differentiate between authentic & manipulated images & audios. > Developed python code for enhancement of low contrast number plates.
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