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Dishant27/README.md

πŸ‘‹ Hi, I'm Dishant Kumar

Data Scientist Machine Learning AI

Transforming data into actionable insights and building intelligent systems.

πŸš€ About Me

Dynamic Data Scientist with expertise in Generative AI, LLMs, and machine learning. Passionate about developing AI-driven products and implementing sustainable solutions using cutting-edge technologies. My work spans across SaaS platforms, IoT integrations, and cloud computing applications.

  • πŸ”­ Working on advanced machine learning projects with LLMs and Generative AI
  • 🌱 Exploring sustainable applications of AI and IoT
  • πŸ‘― Open to collaborations on innovative data science projects
  • πŸ’¬ Ask me about data science, machine learning, and AI applications
  • πŸ“ Gurugram

🌱 Current Learning Journey

  • 🧠 LangChain Framework [β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ-] 92%
  • πŸ”„ FlowiseAI Development [β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–“-] 90%
  • 🌊 LangFlow [β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ--] 80%
  • πŸ” Advanced LLM Fine-tuning [β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ---] 70%
  • πŸš€ MLOps Deployment Patterns [β–ˆβ–ˆβ–ˆβ–ˆ------] 40%

πŸ’» Tech Stack

Python TensorFlow PyTorch Scikit-Learn Keras Pandas NumPy NLTK AWS Azure GCP DigitalOcean MongoDB PostgreSQL Neo4j Flask Streamlit Git

πŸ”₯ Expertise


Python

TensorFlow

PyTorch

Azure

AWS

GCP

DigitalOcean

PostgreSQL

MongoDB

Streamlit
  • AI & ML: Generative AI, LLMs, Neural Networks, Classification, Regression
  • Data Science: Exploratory Analysis, Feature Engineering, Model Development
  • Cloud & IoT: AWS, Azure, GCP, DigitalOcean, Sensor Integration, Real-time Analytics
  • Tools & Frameworks: TensorFlow, PyTorch, scikit-learn, pandas, NLTK, Streamlit

πŸ“Š AI Project Showcase

Twitter Sentiment Analysis

Twitter Sentiment Analysis

NLP model for tweet sentiment classification with 95% accuracy

ChatBot Implementation

ChatBot

Intelligent conversational agent built with NLTK and TensorFlow

πŸ“Š Featured Projects

  • Football Player Analysis - Data-driven approach to football player analysis, team building, and performance prediction using machine learning.

  • Twitter Sentiment Analysis - NLP project to classify tweets as hate speech or not using various machine learning algorithms with 95% accuracy.

  • Image Classification - CNN-based model for image classification using TensorFlow and Keras, demonstrating computer vision capabilities.

  • ChatBot Python - Intelligent conversational agent built with NLTK and TensorFlow for natural language understanding.

  • Diabetes Predictor - End-to-End ML project for diabetes prediction, deployed on Heroku with Flask for user interaction.

  • Data Science Salary Estimator - Predicting data scientist salaries based on various factors using web scraping and ML techniques.

πŸ† Achievements & Certifications

  • πŸ… SAP Integration Suite Associate
  • πŸ… Understanding & Managing Carbon Accounting Masterclass
  • πŸ… IIT Madras Software Engineering Certification
  • πŸ… Machine Learning Training

🌐 Connect With Me

Email LinkedIn Kaggle Medium Twitter

Profile views counter

⭐️ From Dishant27 ⭐️

Pinned Loading

  1. linkedin-mcp-server linkedin-mcp-server Public

    Model Context Protocol (MCP) server for LinkedIn API integration

    TypeScript 10 5

  2. medium-mcp-server medium-mcp-server Public

    Model Context Protocol (MCP) server for Medium API integration

    TypeScript

  3. Football_Analysis Football_Analysis Public

    Football Players attribute analysis with WORLD XI predicted.

    Jupyter Notebook 1

  4. Diabetes_Predictor Diabetes_Predictor Public

    End-to-End project on diabetes prediction using IDE-Jupyter notebook, Flask with deployment on Heroku platform.

    HTML

  5. Twitter_Sentiment_Analysis Twitter_Sentiment_Analysis Public

    Jupyter Notebook

  6. Dishant_Portfolio Dishant_Portfolio Public

    My Data Science portfolio

    1