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manthan410/README.md

Hi there! 👋 I'm Manthan

Profile Views



🚀 AI Enthusiast | Recent Masters Graduate in Information Technology | Aspiring AI Engineer/ Data Scientist

🎓 Graduated from University of Stuttgart, Germany

🌟 Passionate about building products using AI (specifically NLP, LLMs) in context of Industry 4.0

📚 Continously learning & motivated about technologies in Generative AI, foundational Models in the context of Multimodality.

⚡ Fun fact: coding vibes set by music 🎶

Profiles

Linkedin ResearchGate Hugging Face

Tech Stack

Python SQL HTML/CSS Pandas Flask Beautiful Soup Selenium Scikit-Learn Spacy Gensim NLTK Hugging Face TensorFlow PyTorch OpenAI LangChain ChromaDB Docker Git AWS OPC UA REST API Kafka MQTT Dialogflow

Publications

  • Towards autonomous system: flexible modular production system enhanced with large language model agents

Top Projects

GenAI/LLMs Based Projects

  • MultiModal-RAG based ResearcherQA Bot:
    • Gemini-Pro based Language and Vision models used with retrieved extracted pdf data(texts, tables & images)
    • GitHub Repo w/ Demo Video
  • Finetuned LLaMA2 on DockerNL commands:

NLP Based Projects

  • NewsShorts App:
  • Lecture Notes Generator App:
  • Music Recommender App:
  • Job Assistant Chtabot:
    • 🚧 work under progress
    • personalised recommendation using custom trained NER based Resume parser model and analyser with ATS matcher with job postings from real-time job website.
    • GitHub Repo w/ Demo Video

DL/ML Projects

  • Image Paragraph Generator:
    • 🚧 work under progress
    • Training CNN-LSTM model to generate paragraph caption based on the input image
    • GitHub Repo
  • Exploration of CNN models for fastinfernce on Resource constrained hardwares
  • HOME IoT: Real-Time Liveness Based Face Recognition

Top Programming Languages

Top Languages

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  1. multimodal-RAG-ResearchQA-bot multimodal-RAG-ResearchQA-bot Public

    using mulimodal RAG to query texts, images and tables from pdf for QA

    Jupyter Notebook 7 5

  2. news-app news-app Public

    Inspired from Inshorts app, this project provides German news in english summarized in 60 words.

    Jupyter Notebook

  3. finetune-llama2-for-docker_command finetune-llama2-for-docker_command Public

    llama-2 model finetuned to generate docker commands

    Jupyter Notebook

  4. kg-music-recommendation kg-music-recommendation Public

    explored traditional recommendation system and improved on that by creating a KG based recommendation

    Jupyter Notebook 3 2

  5. audio-lecture-notes-generator audio-lecture-notes-generator Public

    Generates section wise topics and transcription for lecture videos and helps to control the lecture video playback based on generated topic-wise timestamps.

    Jupyter Notebook 1

  6. sohebT/Smart-Office-Space sohebT/Smart-Office-Space Public

    Java 1