#👋 Hey there! I'm Kartik Narang
I'm a passionate developer exploring the evolving world of Artificial Intelligence and Machine Learning, driven by curiosity and a strong desire to build real-world solutions with impact. From building smart document summarizers to detecting climate anomalies, I love turning ideas into intelligent systems.
- Developed end-to-end LLM pipelines for RAG and document summarization
- Created APIs for local inference and integrated Groq/OpenAI for efficient inference
- Contributed to AI-driven smartphone optimization projects
- Worked on models that improved predictive performance for embedded systems
- Worked on recommendation systems and behavior-based user modeling
- Contributed to the backend ML logic for a career-growth platform
- Built an AI system to read legal documents and generate crime breakdowns, relevant laws, and case insights
- Integrated LLMs and RAG for deep legal context understanding
- Generates personality-driven LinkedIn summaries using LLM prompts and profile analysis
- Great for students and professionals seeking impactful bios
- Built a collaborative-filtering-based engine to recommend movies based on user preferences
- Added content-based filtering as fallback
- Developed a lightweight RAG pipeline using custom vector stores and local embedding models
- Enhanced with reranking and summarization modules
- Scrapes and summarizes trending AI news from TechCrunch, Analytics Insight, etc.
- Uses Groq + OpenAI for fast summaries, rephrasing, and image generation
- MongoDB integration for storage and dashboard compatibility
- Python, TensorFlow, PyTorch, pandas, NumPy, scikit-learn
- NLP: HuggingFace, Transformers, spaCy, NLTK
- CV: OpenCV, torchvision, PIL
- Web Scraping: Selenium, BeautifulSoup
- LLM APIs: OpenAI, Groq, HuggingFace Inference
- Deployment: Streamlit, Flask, FastAPI
- Databases: MongoDB, SQLite
- Context-aware RAG improvements
- Graph Neural Networks (GNNs)
- Reinforcement Learning
- AI for Climate Anomaly Detection
- 📧 Email: [email protected]
- 💼 LinkedIn: linkedin.com/in/kartiknarang29