Master Generative AI with 10+ Real-world Projects in 2025!

  • d
  • :
  • h
  • :
  • m
  • :
  • s
Analytics Vidhya
  • Free Courses
  • Learning Paths
  • GenAI Pinnacle Plus New
  • Agentic AI Pioneer
  • DHS 2025
    • Switch Mode
    • Logout
Interview Prep
Career
GenAI
Prompt Engg
ChatGPT
LLM
Langchain
RAG
AI Agents
Machine Learning
Deep Learning
GenAI Tools
LLMOps
Python
NLP
SQL
AIML Projects
  1. Dashboard
  2. Blog
  3. Nibedita Dutta
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
  • Advanced Generative AI Generative AI Application

    Fine-Tuning Llama 3.2 Vision for Accurate Calorie Extraction from Food Images

    Learn how to fine-tune the Llama 3.2 Vision model for image analysis, using unsloth AI, to do calorie extraction from food images.

    Nibedita Dutta 19 Feb, 2025
    Fine-Tuning Llama 3.2 Vision for Accurate Calorie Extraction from Food Images
  • Advanced Generative AI LLMs RAG

    Enhancing Multimodal RAG with Deepseek Janus Pro

    Multimodal RAG with Deepseek Janus Pro, an advanced multimodal AI model with dual-pathway architecture for text-to-image generation and more.

    Nibedita Dutta 15 Feb, 2025
    Enhancing Multimodal RAG with Deepseek Janus Pro
  • Advanced Generative AI LLMs RAG

    Building a RAG System for AI Reasoning with DeepSeek R1 Distilled Model

    Discover how Distilled DeepSeek R1 Models enhance reasoning, efficiency, and scalability for AI with lower costs and faster deployment.

    Nibedita Dutta 11 Feb, 2025
    Building a RAG System for AI Reasoning with DeepSeek R1 Distilled Model
  • Advanced AI Agents Generative AI Generative AI Application

    Automating E-Commerce Descriptions with Multi-Agent Systems

    Enhance e-commerce with automated product descriptions using multi-agent systems for efficiency and accuracy.

    Nibedita Dutta 01 Feb, 2025
    Automating E-Commerce Descriptions with Multi-Agent Systems
  • Advanced AI Agents Best of Tech Generative AI Application

    Multimodal Agentic Framework to Create Real Estate Brochures

    Explore how multimodal agentic frameworks revolutionize AI by integrating text, images, and more. Learn about Camel AI, its toolkits & more.

    Nibedita Dutta 24 Jan, 2025
    Multimodal Agentic Framework to Create Real Estate Brochures
  • Advanced Best of Tech Generative AI LLMs

    A Guide on Effective LLM Assessment with DeepEval

    DeepEval, an open-source framework, helps evaluate Large Language Models (LLMs) with robust metrics, real-time monitoring & custom testing.

    Nibedita Dutta 24 Jan, 2025
    A Guide on Effective LLM Assessment with DeepEval
  • Advanced Generative AI Guide LLMs RAG

    LightRAG: Simple and Fast Alternative to GraphRAG

    LightRAG: Discover how this advanced RAG system combines knowledge graphs and vectors for efficient data retrieval.

    Nibedita Dutta 20 Mar, 2025
    LightRAG: Simple and Fast Alternative to GraphRAG
  • Advanced AI Agents Generative AI Generative AI Application

    Building Scalable Multi-Agent Systems(MAS) Using GripTape

    GripTape simplifies multi-agent system development with its modular architecture, advanced memory management, and seamless AI integration.

    Nibedita Dutta 20 Jan, 2025
    Building Scalable Multi-Agent Systems(MAS) Using GripTape
  • Advanced Generative AI RAG

    Unlocking RAG’s Potential with ModernBERT

    Explore ModernBERT's advanced features, embeddings, and applications for enhanced NLP and long-document analysis.

    Nibedita Dutta 23 Jan, 2025
    Unlocking RAG’s Potential with ModernBERT
  • Advanced Generative AI Generative AI Application

    Gemma 2B vs Llama 3.2 vs Qwen 7B: Which Model Extracts Better?

    Gemma 2B vs Llama 3.2 vs Qwen 7B: Explore entity extraction techniques to enhance data analysis and NLP tasks.

    Nibedita Dutta 09 May, 2025
    Gemma 2B vs Llama 3.2 vs Qwen 7B: Which Model Extracts Better?

Previous 1 2 3 … 5 Next

Flagship Programs

GenAI Pinnacle Program| GenAI Pinnacle Plus Program| AI/ML BlackBelt Program| Agentic AI Pioneer Program

Free Courses

Generative AI| DeepSeek| OpenAI Agent SDK| LLM Applications using Prompt Engineering| DeepSeek from Scratch| Stability.AI| SSM & MAMBA| RAG Systems using LlamaIndex| Building LLMs for Code| Python| Microsoft Excel| Machine Learning| Deep Learning| Mastering Multimodal RAG| Introduction to Transformer Model| Bagging & Boosting| Loan Prediction| Time Series Forecasting| Tableau| Business Analytics| Vibe Coding in Windsurf| Model Deployment using FastAPI| Building Data Analyst AI Agent| Getting started with OpenAI o3-mini| Introduction to Transformers and Attention Mechanisms

Popular Categories

AI Agents| Generative AI| Prompt Engineering| Generative AI Application| News| Technical Guides| AI Tools| Interview Preparation| Research Papers| Success Stories| Quiz| Use Cases| Listicles

Generative AI Tools and Techniques

GANs| VAEs| Transformers| StyleGAN| Pix2Pix| Autoencoders| GPT| BERT| Word2Vec| LSTM| Attention Mechanisms| Diffusion Models| LLMs| SLMs| Encoder Decoder Models| Prompt Engineering| LangChain| LlamaIndex| RAG| Fine-tuning| LangChain AI Agent| Multimodal Models| RNNs| DCGAN| ProGAN| Text-to-Image Models| DDPM| Document Question Answering| Imagen| T5 (Text-to-Text Transfer Transformer)| Seq2seq Models| WaveNet| Attention Is All You Need (Transformer Architecture) | WindSurf| Cursor

Popular GenAI Models

Llama 4| Llama 3.1| GPT 4.5| GPT 4.1| GPT 4o| o3-mini| Sora| DeepSeek R1| DeepSeek V3| Janus Pro| Veo 2| Gemini 2.5 Pro| Gemini 2.0| Gemma 3| Claude Sonnet 3.7| Claude 3.5 Sonnet| Phi 4| Phi 3.5| Mistral Small 3.1| Mistral NeMo| Mistral-7b| Bedrock| Vertex AI| Qwen QwQ 32B| Qwen 2| Qwen 2.5 VL| Qwen Chat| Grok 3

AI Development Frameworks

n8n| LangChain| Agent SDK| A2A by Google| SmolAgents| LangGraph| CrewAI| Agno| LangFlow| AutoGen| LlamaIndex| Swarm| AutoGPT

Data Science Tools and Techniques

Python| R| SQL| Jupyter Notebooks| TensorFlow| Scikit-learn| PyTorch| Tableau| Apache Spark| Matplotlib| Seaborn| Pandas| Hadoop| Docker| Git| Keras| Apache Kafka| AWS| NLP| Random Forest| Computer Vision| Data Visualization| Data Exploration| Big Data| Common Machine Learning Algorithms| Machine Learning| Google Data Science Agent

Company

  • About Us
  • Contact Us
  • Careers

Discover

  • Blogs
  • Expert Sessions
  • Learning Paths
  • Comprehensive Guides

Learn

  • Free Courses
  • AI&ML Program
  • Pinnacle Plus Program
  • Agentic AI Program

Engage

  • Community
  • Hackathons
  • Events
  • Podcasts

Contribute

  • Become an Author
  • Become a Speaker
  • Become a Mentor
  • Become an Instructor

Enterprise

  • Our Offerings
  • Trainings
  • Data Culture
  • AI Newsletter

Terms & conditions Refund Policy Privacy Policy Cookies Policy © Analytics Vidhya 2025.All rights reserved.

Av Logo White

Continue your learning for FREE

Forgot your password?
Av Logo White

Enter email address to continue

Av Logo White

Enter OTP sent to

Edit

Enter the OTP

Resend OTP

Resend OTP in 45s