Skip to content
View prasanna-nagarale's full-sized avatar
16 followers · 20 following

Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

Block or report prasanna-nagarale

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
prasanna-nagarale/README.md

Prasanna Nagarale

Building AI that ships — not just AI that demos

Portfolio LinkedIn Hugging Face Email

🧠 Who I Am

AI/ML Engineer focused on Generative AI, RAG systems, and NLP — currently building WordRift AI, a full-stack AI writing platform live in production. I don't just train models; I ship them.

  • 🔭 Now: WordRift AI v2.0 · Advanced RAG pipelines · LLM fine-tuning
  • 🎯 Stack: LangChain · LangGraph · FastAPI · PyTorch · HuggingFace · Docker
  • 📍 Bangalore, India · Open to AI/ML roles & collaborations
  • 🤗 Fine-tuned models published on Hugging Face

🛠️ Tech Stack

AI/ML Python PyTorch TensorFlow HuggingFace scikit-learn LangChain OpenCV

Backend & Infra FastAPI Django Docker PostgreSQL Redis

🚀 Featured Projects

Project What it does Tech
WordRift AI 🔴 LIVE Full-stack AI writing platform · 11 features · 92% accuracy Django · T5/BART · PostgreSQL
QueryFox AI RAG + agentic web routing · <2s response FastAPI · LangGraph · FAISS · Groq
Math Mentor AI Multimodal math agent · text + image + audio input RAG · Multi-agent · HITL
Phi-2 Financial Sentiment Fine-tuned 2.7B LLM for finance · published on HF QLoRA · PEFT · PyTorch
NLP Banking Chatbot 94% intent accuracy · voice + text · 15+ intents spaCy · TensorFlow · NLTK
Crop Recommendation 99.3% accuracy · 22 crops · 2200+ samples Random Forest · scikit-learn

🎓 Background

B.E. in AI & Machine Learning · Basaveshwar Engineering College, Bagalkot (2021–2025)

Certifications: Generative AI (Microsoft & LinkedIn) · ML with Python (IBM) · NLP (Infosys) · AI (Infosys)

Experience: AI/ML Intern @ ClickCrawl Media Pvt. Ltd. · Feb–Jul 2025

Let's build something intelligent.

Open to AI/ML roles, research collabs, and interesting problems.

Profile Views

Pinned Loading

  1. QueryFoxAi QueryFoxAi Public

    Advanced RAG System with Intelligent Agentic Routing A production-ready AI-powered document intelligence system that combines Retrieval Augmented Generation (RAG) with agentic web search routing.

    Python

  2. Math_Mentor_AI Math_Mentor_AI Public

    Math Mentor AI is a multimodal math-solving agent system that accepts text, image, and audio problem inputs and produces step-by-step JEE-style solutions. Built using RAG, multi-agents, HITL oversi…

    Python 1

  3. Ai-DDR-Generator Ai-DDR-Generator Public

    Build an AI system that reads both documents and generates a Main DDR (Detailed Diagnostic Report).

    Python

  4. HDR_Image_Enhancement_System HDR_Image_Enhancement_System Public

    HDR Image Processor is a computer vision system that merges multiple exposure images into a high-quality HDR output. It uses OpenCV’s Debevec algorithm with tone mapping, noise reduction, and sharp…

    Python 1

  5. NLP-Banking-Chatbot NLP-Banking-Chatbot Public

    AI-powered banking assistant that handles customer queries in natural language. Supports multilingual text & voice queries, 15+ intent categories, and fast responses. Achieved 94% intent accuracy f…

    Jupyter Notebook 2

  6. Crop-Recommendation-System Crop-Recommendation-System Public

    Crop Recommendation System predicts the best crops to grow based on soil nutrients (NPK), pH, rainfall, temperature, and humidity. Built using Random Forest + Bagging with 99.3% accuracy. Helps far…

    Jupyter Notebook 1