Kartik Jambucha

About

Computer Engineering student at L.D. College of Engineering with hands-on experience in AI engineering and data analytics internships. Builds GenAI, RAG, and machine learning projects using Python, FastAPI, LangGraph, and cloud/DevOps tools.

Experience

• Data Analytics & Machine Learning Intern
  INFOLABZ PVT
  Jul 2026 – Jul 2026
• AI Engineer Intern
  LEAGUE Consultancy
  Jan 2026 – Feb 2026

Education

• B.E.
  L.D. College Of Engineering
  Computer Engineering · 2023 – 2027
• HSC
  KC Kothari
  2021 – 2022
• SSC
  KP Thesiya
  2020 – 2020

Skills

• SQL
• FastAPI
• Python
• Machine Learning
• Java
• Tailwind CSS
• Streamlit
• scikit-learn
• React
• AWS
• LangChain
• NLTK
• API Integration
• CI/CD
• MLOps
• GitHub Actions
• MCP
• Gemini APIs
• JWT Authentication
• Qdrant
• NGINX
• Faiss

Projects

• Corrective RAG System ↗
  LangGraph · FastAPI · Qdrant · Groq · AWS EC2 · Whisper · Docling

  Built a self-correcting RAG system with autonomous web-search fallback for reliable responses. Developed multimodal ingestion for PDFs, OCR, audio, YouTube, and web content. Designed per-user knowledge bases using Qdrant with FastAPI and async PostgreSQL. Deployed on AWS EC2 with Docker and GitHub Actions CI/CD.

• GhostWriterAI — Multi-Agent Blog Platform ↗
  LangGraph · FastAPI · React · PostgreSQL · Tavily

  Built a multi-agent AI blogging platform with parallel content-generation workflows. Generated blogs from YouTube videos and topics using Groq LLM and Tavily web search. Automated publishing to DEV.to with JWT-secured user workflows and data isolation. Deployed the full-stack application using FastAPI, PostgreSQL, Render, and Vercel.

• YouTube Comment Sentiment Insights ↗
  LightGBM · FastAPI · Docker · MLflow · DVC · AWS EC2

  Built a real-time YouTube sentiment analysis system with FastAPI and Chrome Extension. Trained a LightGBM multiclass NLP model achieving 87% accuracy on 7,333 labeled comments. Achieved 0.91 F1-score for neutral sentiment using TF-IDF feature engineering. Implemented MLflow/DVC MLOps pipeline with Docker, Nginx, AWS EC2, and GitHub Actions CI/CD.

Courses & certifications

• IBM Data Science Professional Certificate · IBM · 2026
• Google Advanced Data Analytics Certificate · Google · 2026

🏆 Achievements & awards

• Shortlisted at college level for Smart India Hackathon 2025 · 2025

  Shortlisted for an AI-based attendance system using YOLO.

• Participated in the IndiaAI Innovation Challenge 2026 · 2026

  Participated in Connecting ONDC Sellers to Consumers with AI.

• Solved 300+ DSA/SQL problems on LeetCode · 2026

  Completed more than 300 DSA/SQL problems.

🎯 Hobbies & interests

• Machine Learning
• Deep Learning
• Coding
• Generative AI
• Agentic AI
• Reading