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Hello, world! 👋 I'm Praveen Kumar (PK)

🛠 Senior AI Architect | 🎤 Educator | ✍️ Tech Blogger

I'm based in the heart of innovation, Silicon Valley of India - Bengaluru. Building scalable AI products, diving deep into natural language processing, speech recognition, and computer vision, and sharing my knowledge with the world is what I live for. Let's make the tech community stronger, together!

🆕 What's New I am working on?

I am recently working on LLM powered local hosted applications such as chatbots, PDF Parsers, Search engines, and Lang Chain. 🐦

🌐 Connect with me:

🚀 What I Do:

  • 🔍 Natural Language Processing: Unlocking the power of text.
  • 🗣 Speech Recognition: Making machines understand us better.
  • 👁 Computer Vision: Giving sight to computers.
  • 🐍 Python Enthusiast: Writing efficient and optimized production codes.

🛠 Recent Projects:

  1. Context Vector Search Engine - A simple 🖥️ interface where users can search 🔍 for contextually relevant text passages in documents. It employs BERT model for semantic embeddings and FAISS for efficient similarity search. When users enter a query, the system returns the most contextually relevant text passage from the corpus and highlights the matched keywords.🚀 🔗 Repository

  2. Speech Recognition & Correction Tool - 🎙️📝 A powerful Flask-based web application that leverages the latest Hugging Face ASR models to provide real-time speech-to-text (STT) transcripts with an intuitive user interface for easy correction. Perfect for enhancing the quality of training datasets for ASR models. 🚀. 🔗 Repository

  3. Minutes of Meeting - .🎤📄 An innovative tool that transforms audio or video files into text transcripts and generates concise meeting minutes. Stay organized and efficient in your meetings, and get ready for Phase 2 where we'll be open for contributions to enable real-time meeting transcription! 🚀🔗 Repository

  4. ... Check more here

📊 This week's stats:

PK's GitHub Stats


⭐ Remember, the world is better when we share knowledge. Let's connect and inspire others!

Praveen kumar's Projects

asr-accuracy-tool icon asr-accuracy-tool

🎙️📝 A powerful Flask-based web application that leverages the latest Hugging Face ASR models to provide real-time speech-to-text (STT) transcripts with an intuitive user interface for easy correction. Perfect for enhancing the quality of training datasets for ASR models. 🚀

audio-language-detector icon audio-language-detector

A Audio langauge detector which detects languages present at different segments of audio files. It can help you separate large number of audio files into separate sub directories by bifarcating them.

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

context-search-engine icon context-search-engine

A simple interface where users can search for contextually relevant text passages in documents. It employs DistilBERT model for semantic embeddings and FAISS for efficient similarity search. When users enter a query, the system returns the most contextually relevant text passage from the corpus and highlights the matched keywords.

coursera_capstone icon coursera_capstone

This repo contains Applied datascience capstone project offered by IBM through cousera.

fifa-18-management-system icon fifa-18-management-system

This repository contains the whole project. This project was intended to exhibit as a DBMS project but it can also act as a web development project as it includes complete front end and back end.

fifa-player-recomendation icon fifa-player-recomendation

In this repository, I am to create a Github Data Analysis Phase as well as a working demo of a AI Tool recommending similar players, heighest potential players by position and club player details.

llm-minutes-of-meeting icon llm-minutes-of-meeting

🎤📄 An innovative tool that transforms audio or video files into text transcripts and generates concise meeting minutes. Stay organized and efficient in your meetings, and get ready for Phase 2 where we'll be open for contributions to enable real-time meeting transcription! 🚀

medium-blogs icon medium-blogs

This repository consists all the hands on sessions of medium publication of "Hitchhikers-Guide-To-Deep-Learning"

ml-algorithms-from-scratch icon ml-algorithms-from-scratch

This GitHub repository contains Python implementations of the top 25 machine learning algorithms from scratch using only the Python programming language and the NumPy library. The goal of this repository is to help beginners and aspiring data scientists understand the inner workings of these algorithms by providing transparent and readable code.

movie-recommendation-system icon movie-recommendation-system

Movie Recommendation System with Complete End-to-End Pipeline, Model Intregration & Web Application Hosted. It will also help you build similar projects.

movie-recommendation-system-version-2 icon movie-recommendation-system-version-2

This project is a web-based movie recommender system designed to suggest movies to users based on their preferences. It allows new users to search for their favorite movies and, based on their selections, recommends similar movies. Users can like or dislike these recommendations, refining the system's future suggestions.

openai-api-reference-guide icon openai-api-reference-guide

A simple how-to-guide Open AI API reference repository which helps you get started with Image Generation, Text Generation, Code Completion, Fine tuning and much more with the help of simple API via OpenAI

sign-language-detection icon sign-language-detection

This project aims to develop a machine learning model for detecting sign language. Utilizing a Sequential model built with Long Short-Term Memory (LSTM) layers in Keras, the project translates sign language into text or speech, enhancing communication accessibility for individuals who are deaf or hard of hearing.

skin-cancer-lesion-detection icon skin-cancer-lesion-detection

This repository contains skin cancer lesion detection models. These are trained on a sequential and a custom ResNet model

url-detector icon url-detector

This repo contains the model design and definition of a url being Phishing or Safe for you to visit. Alongside the model design, It also will help you lay foundation to hosting it as a complete project rather than just an technical directory.

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