Pranav
Patil
01 — About
Generative AI Engineer focused on LLMs, AI Agents, RAG, and Machine Learning. Building scalable AI products that bridge research and real-world applications.
Generative AI
/generativeBuild intelligent AI applications using LLMs, AI Agents, RAG, and Prompt Engineering, transforming complex problems into scalable, production-ready solutions.
AI & Machine Learning
/aiDevelop machine learning and NLP solutions using modern AI frameworks to build predictive, intelligent, and data-driven applications.
02 — Tech Stack
The toolkit powering the work.
- LangGraph
- LLMs
- Generative AI
- Agentic AI
- RAG
- Prompt Engineering
- Loop Engineering
- SentenceTransformers
- NLP
- Vector DB
- Claude
- Azure AI
- Playwright
- REST APIs
- FAISS
- Pandas
- OpenRouter
- XGBoost
03 — Selected Projects
Six systems shipped, from RAG assistants to forecasting engines.
Lumiere
A memory-augmented RAG chatbot that grounds LLaMA 3 in a FAISS-backed knowledge store using SentenceTransformers embeddings.
Leena
A deep-learning image classifier pipeline built on TensorFlow/Keras with OpenCV preprocessing and Scikit-learn evaluation.
Krishi.ai
An agricultural assistant chatbot powered by Gemini + OpenRouter, delivering multilingual crop and farming guidance in real time.
SalesCast
An XGBoost-powered sales forecaster with fuzzy product matching, delivering line-item projections through a Flask API.
Melodia.ai
An audio + vision pipeline that classifies mood and genre using TensorFlow/Keras, OpenCV feature extraction, and Scikit-learn.
Jobyn.ai
An LLM-based resume analyzer that scores fit against job descriptions using FAISS retrieval and SentenceTransformers embeddings.
04 — Experience
Where I've shipped, researched, and learned.
- 20262026
Generative AI Intern — Smartek21
Built Oracle HCM automation with Playwright and Python, plus a Multi-PDF RAG chatbot using FAISS, SentenceTransformers, and Llama 3. Developed deep learning models and Excel-driven automation frameworks.
- 20252025
AI for Sustainability Intern — 1M1B (IBM)
Developed AI solutions for UN Sustainable Development Goals using RAG and Agentic AI. Researched responsible AI practices and published work on autonomous AI architectures.
- 20252025
Artificial Intelligence Intern — Edunet Foundation
Built production-ready RAG applications using LLMs, Python, and vector databases. Optimized inference pipelines, deployed on Azure/GCP with Docker, and gained hands-on experience in prompt engineering.
05 — Achievements
Recognition, publications, and moments that shaped the work.
'VBYLD' Presentation
State level PPT presentation candidate at Viksit Bharat Young Leaders Dialogue
VBYLD · State Level
Publisher
Published research papers on Autonomous AI agents
Research · Publications
ISP — Internshala
Student ambassador (ISP) of the university
Internshala · ISP
Author
Author of the book 'Behind the Screen'
Book · Behind the Screen
'VBYLD' Presentation
State level PPT presentation candidate at Viksit Bharat Young Leaders Dialogue
VBYLD · State Level
Publisher
Published research papers on Autonomous AI agents
Research · Publications
ISP — Internshala
Student ambassador (ISP) of the university
Internshala · ISP
Author
Author of the book 'Behind the Screen'
Book · Behind the Screen
'VBYLD' Presentation
State level PPT presentation candidate at Viksit Bharat Young Leaders Dialogue
VBYLD · State Level
Publisher
Published research papers on Autonomous AI agents
Research · Publications
ISP — Internshala
Student ambassador (ISP) of the university
Internshala · ISP
Author
Author of the book 'Behind the Screen'
Book · Behind the Screen
'VBYLD' Presentation
State level PPT presentation candidate at Viksit Bharat Young Leaders Dialogue
VBYLD · State Level
Publisher
Published research papers on Autonomous AI agents
Research · Publications
ISP — Internshala
Student ambassador (ISP) of the university
Internshala · ISP
Author
Author of the book 'Behind the Screen'
Book · Behind the Screen
'VBYLD' Presentation
State level PPT presentation candidate at Viksit Bharat Young Leaders Dialogue
VBYLD · State Level
Publisher
Published research papers on Autonomous AI agents
Research · Publications
ISP — Internshala
Student ambassador (ISP) of the university
Internshala · ISP
Author
Author of the book 'Behind the Screen'
Book · Behind the Screen
'VBYLD' Presentation
State level PPT presentation candidate at Viksit Bharat Young Leaders Dialogue
VBYLD · State Level
Publisher
Published research papers on Autonomous AI agents
Research · Publications
ISP — Internshala
Student ambassador (ISP) of the university
Internshala · ISP
Author
Author of the book 'Behind the Screen'
Book · Behind the Screen
06 — Certifications