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PadhmaSini29/README.md

πŸ€– AI/ML Engineer | πŸš€ Generative AI Developer | ☁️ AWS & Agentic AI

🌐 Portfolio β€’ πŸ”— LinkedIn β€’ πŸ“¬ Open to AI/ML & Generative AI Opportunities


πŸš€ About Me

πŸŽ“ Pursuing M.Sc Artificial Intelligence and Machine Learning (Integrated)
🏫 Coimbatore Institute of Technology, Coimbatore

πŸ€– Passionate about building:

  • Generative AI Applications
  • RAG Systems
  • AI Agents
  • Voice AI Systems
  • Intelligent Automation Workflows

☁️ Working with:

  • AWS Bedrock
  • AWS Lambda
  • FastAPI
  • LangChain
  • Docker
  • Strands SDK

🧠 Currently exploring:

  • Agentic AI Architectures
  • Multimodal RAG
  • AI Memory Systems
  • Voice-to-Voice AI
  • AI Evaluation Frameworks

πŸ’Ό Experience

πŸ’‘ AI/ML Engineer Trainee

Shellkode | Dec 2025 – May 2026

  • Designed and deployed Agentic AI applications using Strands-based AI Agent Runtime
  • Built AI systems using AWS Lambda, Amazon S3, PGVector, and Amazon Bedrock
  • Developed enterprise-grade RAG pipelines and AI workflow orchestration systems
  • Worked on:
    • Agent collaboration
    • Memory management
    • Tool-based reasoning
    • Intelligent automation workflows

πŸ› οΈ Tech Stack

πŸ’» Programming & Databases

Python SQL PostgreSQL ChromaDB Git


🧠 AI / ML & Generative AI

TensorFlow Scikit-Learn LangChain LLMs RAG OCR STT TTS


☁️ Cloud & DevOps

AWS AWS Lambda AWS Bedrock EC2 Docker


βš™οΈ Backend & Application Development

FastAPI Streamlit Redis


🧠 Featured Projects

πŸ–ΌοΈ Multi-Modal RAG Search Engine

  • Built a multimodal Retrieval-Augmented Generation system
  • Enabled conversational search across:
    • PDFs
    • Images
    • Audio
    • Video
  • Used:
    • LangChain
    • ChromaDB
    • Amazon Bedrock
    • PyMuPDF
  • Implemented hybrid retrieval and semantic search pipelines

πŸ€– Agentic Subscription Tracker

  • AI-powered subscription management assistant
  • Built using:
    • Strands SDK
    • FastAPI
    • Streamlit
    • Redis
  • Features:
    • Automated expense tracking
    • Financial reminders
    • Natural language summaries
    • Memory-enabled AI workflows

πŸŽ™οΈ SkyVoice AI Streaming Assistant

  • Real-time voice-to-voice AI assistant
  • Integrated:
    • Speech-to-Text
    • Text-to-Speech
    • Redis memory
    • WebSockets
  • Used:
    • Sarvam AI

🎯 2026 Goals

  • πŸš€ Build scalable production-grade AI systems
  • 🧠 Advance in Agentic AI & Multimodal RAG
  • ☁️ Deepen expertise in AWS AI infrastructure
  • ✍️ Share technical learnings and AI projects
  • 🀝 Contribute to impactful AI products

πŸ“« Connect With Me

🌐 Portfolio β€’ πŸ”— LinkedIn



Building intelligent AI systems for real-world impact πŸš€

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