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Vedant-1012/README.md
AI Engineer Banner

Typing SVG

Profile Views GitHub Followers GitHub Stars

πŸš€ About Me

Coding

πŸ”¬ Applied AI Engineer passionate about transforming complex data into actionable insights and building intelligent systems that make a tangible difference. With a Master\\'s in AI, I delve into cutting-edge research, particularly in Natural Language Processing (NLP ) and Generative AI, focusing on enhancing the trustworthiness and effectiveness of AI solutions.

🌟 I thrive on bridging the gap between theoretical advancements and real-world challenges. My work involves developing robust AI pipelines, from mitigating hallucination in large language models to optimizing machine learning performance and designing scalable data architectures.

🎯 Beyond the technical aspects, my experience spans strategic data analysis and full-stack application development, allowing me to approach problems with a holistic perspective. I am always seeking opportunities to collaborate on innovative projects that leverage AI to solve significant problems and contribute positively to society.


πŸ› οΈ Tech Stack & Skills

πŸ€– AI & Machine Learning

TensorFlow PyTorch Scikit-learn Keras OpenAI Hugging Face

πŸ’» Programming Languages

Python JavaScript TypeScript R SQL

🌐 Web Development

React Node.js Express.js Flask FastAPI

πŸ—„οΈ Databases & Cloud

MongoDB PostgreSQL AWS Google Cloud Docker

πŸ”§ Tools & Technologies

Git Jupyter VS Code MLflow Apache Airflow

πŸ“Š GitHub Analytics

GitHub Streak
Activity Graph

πŸ† Featured Projects

πŸ€– Multi-Agent Recommender System (MARS )

An intelligent, multi-agent chatbot for personalized movie recommendations and factual information.

  • 🎯 Leverages collaborative AI architecture with specialized agents.
  • 🧠 Implements LLMs (Gemini models) for enhanced user interaction.
  • πŸ“Š Combines recommendation algorithms with conversational AI.

πŸ›‘οΈ Hallucination Mitigation Pipeline

Advanced pipeline for mitigating hallucinations in large language models.

  • πŸ” Implements cutting-edge techniques for AI reliability.
  • ⚑ Optimizes model performance and trustworthiness.
  • πŸ”¬ Research-focused approach to AI safety.

🏭 Semiconductor Predictive Maintenance

AI-powered predictive maintenance solution for semiconductor manufacturing.

  • πŸ“ˆ Machine learning for equipment failure prediction.
  • πŸ’° Cost optimization through preventive maintenance.
  • 🏭 Industrial IoT integration.

🍎 MS.Potts NutriBot

Personalized AI nutrition assistant powered by Gemini and modern MLOps.

  • πŸ₯— Intelligent nutrition recommendations.
  • πŸ€– Conversational AI interface.
  • πŸ“± Modern web application with responsive design.

🎯 Professional Expertise

AI

🧠 AI Engineering

GenAI Frameworks β€’ LangChain β€’ RAG Systems β€’ Model Fine-tuning

Data Science

πŸ“Š Data Science

Statistical Analysis β€’ Data Visualization β€’ Predictive Modeling β€’ A/B Testing

MLOps

βš™οΈ MLOps & DevOps

CI/CD Pipelines β€’ Model Deployment β€’ Monitoring β€’ Scalable Architecture

🌟 Achievements & Metrics

GitHub Trophies
Experience

3+ Years

AI/ML Experience

Projects

14 Projects

Completed

Stars

2 Stars

GitHub Recognition

Models

6 Models

Deployed in Production

πŸ“ˆ Contribution Activity

Wakatime Stats

🎨 Skills Proficiency

Skills

🌐 Connect With Me

πŸ’‘ Fun Facts

Random Dev Quote
  • πŸ”­ Currently working on Advanced Multi-Agent AI Systems
  • 🌱 Learning Quantum Machine Learning and Edge AI
  • πŸ‘― Looking to collaborate on Open Source AI Projects
  • πŸ€” Exploring Ethical AI and AI Safety research
  • πŸ’¬ Ask me about AI, Machine Learning, and Full-Stack Development
  • ⚑ Fun fact: I can debug code faster with coffee β˜•

πŸ“Š Weekly Development Breakdown

Python       12 hrs 30 mins  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   48.2%
JavaScript   6 hrs 15 mins   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   24.1%
TypeScript   3 hrs 45 mins   β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   14.5%
SQL          2 hrs 10 mins   β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘    8.4%
Other        1 hr 15 mins    β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘    4.8%
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"Building the future, one algorithm at a time" πŸš€
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Pinned Loading

  1. Multi-Agent-Recommender-System-MARS- Multi-Agent-Recommender-System-MARS- Public

    An intelligent, multi-agent chatbot for personalized movie recommendations and factual information. It leverages a collaborative AI architecture with specialized agents, LLMs (Gemini models), and a…

    Python 1

  2. Hallucination-Mitigation-Agentic-PipeLine Hallucination-Mitigation-Agentic-PipeLine Public

    A research framework using Google's ADK to compare RAG, CoT, and NLI-filtered agent architectures for AI hallucination mitigation. The application features a web UI to interact with each agent and …

    Python 1

  3. Semiconductor-Predictive-Maintenance-Solution Semiconductor-Predictive-Maintenance-Solution Public

    Python

  4. MS.Potts_NutriBot MS.Potts_NutriBot Public

    Personalized AI nutrition assistant powered by Gemini and built with modern MLOps.

    Python 2

  5. InterPrep.AI InterPrep.AI Public

    InterPrep-AI: A complete AI-powered platform to master technical interviews. Features a React frontend, SQL DB, and a Gemini + RAG backend that generates questions, provides code feedback, and simu…

    JavaScript

  6. Project-Alpha Project-Alpha Public

    Python

0