Kunal Dutta

About Kunal Dutta

I design and implement cutting-edge AI solutions that drive innovation and efficiency for clients across industries. My work spans Agentic AI, Machine Learning, Cognitive Document Processing, Retrieval-Augmented Generation (RAG), Knowledge-Retrieval Augmented Generation (K-RAG), and Computer Vision, enabling intelligent automation and data-driven decision-making.Key Projects & Contributions:1. Agentic AI Platform Development- Spearheaded the development of the Agentic Experience Platform, empowering users to create and configure custom AI agents with tools like MCP, email automation, API integration, and deep web research capabilities- Led the integration of Decision Tree tools into the MCP server, processing JSON payloads for user personas to enhance agent decision-making- Focused on textual response systems within the Agentic framework, with plans to expand into voice chat integration.2. Cognitive Document Processing (CDP)- Built and deployed intelligent document processing pipelines using NLP and ML to extract, classify, and validate unstructured data from documents (invoices, contracts, forms)- Leveraged OCR, NLP, and custom ML models to automate data extraction, reducing manual effort by ~70% and improving accuracy.3. Retrieval-Augmented Generation (RAG) & Knowledge-Retrieval Augmented Generation (K-RAG)- Implemented K-RAG architectures to improve domain-specific accuracy, enabling AI agents to deliver precise, context-aware insights for business applications.4. Machine Learning & Computer Vision- Developed custom ML models for predictive analytics, anomaly detection, and classification tasks- Applied Computer Vision techniques (object detection, image segmentation) to solve real-world problems.Technologies & Tools:Python, Flask, FastAPI, NLP (spaCy, Hugging Face), LLMs (LangChain, LlamaIndex), RAG/K-RAG, OCR (Tesseract, OpenCV), Computer Vision (YOLO, TensorFlow), Azure/AWS/GCP, Docker, Kubernetes.

Experience

1. Software Engineer

   Capgemini

   Aug 2024 — Present · IN

   I am an AI/ML Engineer at Sogeti, a part of Capgemini, experienced in developing POCs of Multi-Agent Systems (MAS) using Autogen. I have worked on projects involving Retrieval-Augmented Generation (RAG), Computer Vision- CDP, Azure OpenAI API, and leveraging LLMs for various applications.

Education

• Ambalika Institute of Management and Technology

  Diploma, Electronics Engineering

  2018 — 2021

• Noida Institute of Engineering & Technology

  Bachelor of Technology - BTech, Artificial Intelligence and Machine Learning

• City Montessori School

  10th, Science