🚀 Aspiring AI Engineer | Machine Learning Enthusiast | Generative AI & Agentic AI Explorer
I'm a passionate Computer Science student specializing in Artificial Intelligence & Machine Learning, with a strong interest in building intelligent applications that solve real-world problems. I enjoy working on Machine Learning, Generative AI, Retrieval-Augmented Generation (RAG), Agentic AI, and Full-Stack AI applications.
I have hands-on experience developing Machine Learning models, AI-powered applications, REST APIs, RAG systems, and interactive dashboards using modern AI frameworks. I'm continuously learning MLOps, scalable AI systems, System Design, and Advanced Machine Learning while strengthening my Data Structures & Algorithms skills.
An intelligent multi-agent career assistant designed for Computer Science students.
Tech Stack: LangChain • LangGraph • Groq • FastAPI • Streamlit • Hugging Face • FAISS
Features
- Personalized learning roadmap
- Resume analysis
- GitHub profile analysis
- Coding progress tracking
- Project recommendations
- AI career guidance
- Productivity assistant
An end-to-end Machine Learning project for predicting diabetes using healthcare data.
Highlights
- Exploratory Data Analysis (EDA)
- Data Preprocessing
- Feature Engineering
- Logistic Regression
- Random Forest
- Model Evaluation
- Interactive Visualizations
Tech Stack Python • Pandas • NumPy • Scikit-Learn • Matplotlib
Built an AI-powered document question-answering system.
Features
- PDF Processing
- Semantic Search
- Vector Embeddings
- FAISS Vector Database
- Hugging Face Embeddings
- Groq Llama Models
- Context-Aware Question Answering
An AI-powered content generation platform built with Streamlit.
Features
- LinkedIn Posts
- Instagram Captions
- Blog Writing
- YouTube Content
- Tone Selection
- Hashtag Generation
- Multiple Export Formats
- Agentic AI
- LangGraph
- LlamaIndex
- MLOps
- Advanced Machine Learning
- Data Structures & Algorithms
- System Design
- Open Source Contributions
- 🚀 Build 20+ AI & Machine Learning Projects
- 📚 Master Agentic AI & RAG
- ⚡ Learn MLOps & AI Deployment
- 💻 Solve 500+ LeetCode Problems
- 🌍 Contribute to Open Source
- 💼 Secure an AI/ML Internship
📧 Email: ratnakhanna2005@gmail.com
💼 LinkedIn: https://www.linkedin.com/in/ratna-k-34b038352
🌐 GitHub: https://github.com/RATNA2005