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dharavathramdas101/README.md

Hi there, I'm Ramdas 👋

AI Solutions Architect | ML Engineer | Computer Vision & Generative AI

  • Building production-grade AI systems, Computer Vision platforms, Multimodal AI applications, and Agentic AI solutions.

  • 🤖 Open to opportunities in AI/ML, Computer Vision, Generative AI, LLMs, VLMs, Deep Learning, and Data Science.

  • 🏗️ Experienced in developing and deploying end-to-end AI products from research to production.

  • 🌱 Currently exploring Agentic AI, Multimodal Foundation Models, RAG Systems, AI Agents, and Large Vision-Language Models.

  • 💡 Passionate about solving real-world problems using Machine Learning, Deep Learning, and Computer Vision.

  • 📝 Sharing knowledge through open-source projects, technical blogs, and AI community contributions.

  • 💬 Ask me about AI Architecture, Computer Vision, LLMs, VLMs, Deep Learning, Python, MLOps, and Production AI Systems.

  • 📫 Connect with me on LinkedIn: https://www.linkedin.com/in/ramdasd/

Core Skills

  • AI/ML: Machine Learning, Deep Learning, Generative AI, LLMs, VLMs, Agentic AI, RAG

  • Computer Vision: Object Detection, Image Segmentation, OCR, Tracking, Video Analytics

  • Programming: Python, SQL, FastAPI, Django, Flask, Streamlit

  • MLOps & Deployment: Docker, Kubernetes, CI/CD, Model Serving, Cloud Deployment

  • Data & Infrastructure: PostgreSQL, Vector Databases, Neo4j, Redis

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  1. AI-Front-Desk-Voice-Agent-for-Healthcare-Appointment-Booking AI-Front-Desk-Voice-Agent-for-Healthcare-Appointment-Booking Public

    Real-time voice AI receptionist for hospital appointment booking. Works over browser (WebSocket) and real phone calls (Twilio). Whisper STT + Groq LLM tool-calling + Hybrid RAG (ChromaDB + BM25) + …

    Python 2

  2. llm-finetuning llm-finetuning Public

    Fine-tuned Ministral 3B on customer support QA using QLoRA (4-bit) — ROUGE-1 +139%, BLEU +1737% improvement over base model

    Python 2

  3. coding-agent coding-agent Public

    langgraph langchain llm ai-agent python fastapi streamlit groq gemini openai human-in-the-loop multi-agent code-generation langsmith celery redis

    Python 1

  4. invoice-extractor invoice-extractor Public

    VLM-powered invoice intelligence — extract structured JSON from any invoice image/PDF using multimodal AI vision models

    Python 1

  5. Agentic-financial-document-audit-assistant Agentic-financial-document-audit-assistant Public

    Agentic financial document audit assistant — LangGraph agents · Hybrid RAG · Structured table extraction · Human-in-the-loop review · pdfplumber · Groq LLM · FastAPI SSE · Streamlit

    Python

  6. visual-product-recommendation-system visual-product-recommendation-system Public

    Cross-modal fashion search using CLIP ViT-B/32 + FAISS — image search, text search, and hybrid search over 30K products with FastAPI + Streamlit

    Python