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Casting spells with AI
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Casting spells with AI

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praj2408/README.md

Hi, I'm Prajwal Krishna 👋

AI Engineer | Building Scalable GenAI, Agentic & LLM-Powered Systems

Typing SVG


🚀 About Me

I'm an AI Engineer with 3+ years of experience designing and shipping scalable, high-impact AI, Machine Learning, and Agentic AI systems. I specialize in turning complex, ambiguous problems into intelligent, production-ready solutions — from data preprocessing and model training to orchestrating multi-agent LLM workflows and deploying deep learning applications at scale.

  • 🔭 Currently working on: Cutting-edge GenAI systems and LLM-powered applications
  • 🌱 Currently exploring: Agentic orchestration frameworks and advanced RAG architectures
  • 💬 Ask me about: GenAI, Agentic Systems, RAG, Machine Learning, Deep Learning
  • Fun fact: I thrive on architecting neural networks and fine-tuning them until they just work
  • 📝 I write about AI/ML on Medium

🛠️ Tech Stack


🧠 What I Build

Area What I Do
Agentic AI Systems Design autonomous, multi-agent workflows using CrewAI and custom orchestration for real-world task automation
RAG Pipelines Build production-grade retrieval-augmented generation systems with vector databases, hybrid search, and re-ranking
LLM Fine-Tuning Adapt open-source and proprietary LLMs for domain-specific performance and cost efficiency
MLOps & AIOps Ship end-to-end pipelines with CI/CD, monitoring, and scalable deployment on AWS/GCP/Azure
Deep Learning Architect and train neural networks for NLP and applied ML use cases

📊 GitHub Stats

GitHub Streak


📫 Let's Connect

LinkedIn · Medium Blog · Email

Always open to collaborating on GenAI, Agentic AI, and applied ML projects.

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  1. Cure-Pharma-AI-Assistant Cure-Pharma-AI-Assistant Public

    The application being developed aims to assist people, particularly those who struggle with using technology, in purchasing medicines through WhatsApp. By utilizing advanced language and vision mod…

    Python

  2. RAG-Enhanced-NCERT-Tutor RAG-Enhanced-NCERT-Tutor Public

    RAG-Enhanced-NCERT-Tutor is an AI-powered tutor for NCERT curriculum, using Retrieval-Augmented Generation (RAG) to provide accurate and contextually relevant answers. It integrates retrieval techn…

    Python 5 5

  3. Smart-Marketing-Assistant-Crew-AI Smart-Marketing-Assistant-Crew-AI Public

    The Smart Marketing Assistant is an innovative project that leverages AI agents to automate tasks within an Instagram marketing workflow. This project aims to streamline and optimize various market…

    Python 36 4

  4. Realtime-Document-Chat-System Realtime-Document-Chat-System Public

    In this project, we used Langchain to create a ChatGPT for your PDF using Streamlit. We built an application that allows you to ask questions about a PDF document and get answers directly from an L…

    Jupyter Notebook 50 11

  5. Predictive-Maintenance-System-Monitoring Predictive-Maintenance-System-Monitoring Public

    Predictive maintenance can help companies minimize downtime, reduce repair costs, and improve operational efficiency. Developing a web application for predictive maintenance can provide users with …

    Jupyter Notebook 10 3

  6. Retail-Query-Assistant-Langchain-SQL Retail-Query-Assistant-Langchain-SQL Public

    A specialized tool for retail analytics, using Langchain SQL to optimize complex data queries. Enhance efficiency in sales, inventory, and customer insights with advanced SQL techniques for actiona…

    Python 2