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Nibedita Dutta

Nibedita Dutta

Author: since 27 Apr, 2021 Article: 49 Claps: 181

Nibedita completed her master’s in Chemical Engineering from IIT Kharagpur in 2014 and is currently working as a Senior Data Scientist. In her current capacity, she works on building intelligent ML-based solutions to improve business processes.

Writes on Generative AI Generative AI Application LLMs Python AI Agents Python RAG NLP Guide Machine Learning Intermediate Text Data Analysis Data Engineering Model Deployment Artificial Intelligence AWS Best of Tech Classification Cloud Computing Deep Learning Docker Project Word Embeddings Algorithm BERT chatbot Clustering Computer Vision conversational AI Data Science Data Warehouse Github Kubernetes Libraries Technique Topic Modeling Unstructured Data Unsupervised AdvancedBeginner More
  • AI Agents Generative AI Application Intermediate LLMs

    Building a Multi-Agent System for Automatic Code Error Detection from Screenshots

    Build a Automatic Code Error Detection Agent that uses AI to identify coding errors from screenshots and provide effective solutions.

    Nibedita Dutta 30 Mar, 2025
    Building a Multi-Agent System for Automatic Code Error Detection from Screenshots
  • Advanced RAG

    Enhancing Multimodal RAG Capabilities Using Docling

    Discover how Docling enhances Multimodal RAG by extracting data from PDFs, DOCX, and images for AI workflows with LangChain & LlamaIndex.

    Nibedita Dutta 19 Mar, 2025
    Enhancing Multimodal RAG Capabilities Using Docling
  • Advanced Generative AI LLMs Word Embeddings

    Comparison of Gemini Embedding with Multilingual-e5-large & Jina

    Explore Gemini Embeddings for Hindi NLP—Google’s AI-driven model for superior multilingual text embeddings, classification & search.

    Nibedita Dutta 17 Mar, 2025
    Comparison of Gemini Embedding with Multilingual-e5-large & Jina
  • AI Agents Generative AI Generative AI Application Intermediate

    Building Multi Agentic System for Handwritten Answer Evaluation using Griptape

    Learn to build a multi-agentic system using Griptape for automated handwritten answer evaluation, enhancing accuracy and efficiency.

    Nibedita Dutta 13 Mar, 2025
    Building Multi Agentic System for Handwritten Answer Evaluation using Griptape
  • Advanced Generative AI Generative AI Application LLMs

    Refining English-to-Hinglish Translations with Gemma 2 9B

    Refining English-to-Hinglish translations with Gemma 2 9B for accurate, context-aware results in informal and multilingual communication.

    Nibedita Dutta 12 Mar, 2025
    Refining English-to-Hinglish Translations with Gemma 2 9B
  • Advanced Generative AI Generative AI Application LLMs

    Building a Medical Prescription Scanner Using PaliGemma 2 Mix

    Learn how to build a medical prescription scanner using PaliGemma 2 Mix for accurate text extraction and analysis.

    Nibedita Dutta 06 Mar, 2025
    Building a Medical Prescription Scanner Using PaliGemma 2 Mix
  • Advanced Data Analysis Generative AI Generative AI Application LLMs

    Document Analysis with Claude 3.7 Sonnet

    Explore Claude 3.7 Sonnet’s capabilities, from analyzing historical archives to processing modern invoices with enhanced accuracy.

    Nibedita Dutta 04 Mar, 2025
    Document Analysis with Claude 3.7 Sonnet
  • Advanced Generative AI RAG

    Enhancing RAG Systems with Nomic Embeddings

    Enhance RAG systems with Nomic Embeddings for better text and image retrieval, improving accuracy and efficiency in AI search.

    Nibedita Dutta 28 Feb, 2025
    Enhancing RAG Systems with Nomic Embeddings
  • Advanced Generative AI Generative AI Application

    Boosting Image Search Capabilities Using SigLIP 2

    Learn how to boost your image search capabilities using Google DeepMind's SigLIP 2 (Sigmoid Loss for Language-Image Pre-Training) encoder.

    Nibedita Dutta 10 Mar, 2025
    Boosting Image Search Capabilities Using SigLIP 2
  • Advanced AI Agents Generative AI Application

    Multi-Modal Agentic System For Stock Insights Using DeepSeek-R1 & Crew AI

    Multi Modal Agentic system that integrates diverse data types for adaptive intelligence, real-time decision making & stock behaviour analysis

    Nibedita Dutta 19 Feb, 2025
    Multi-Modal Agentic System For Stock Insights Using DeepSeek-R1 & Crew AI

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