Welcome to my portfolio

Hi, I'm Prasanna Nagarale

AI Engineer |

Building Smarter Realities Through Code

Transforming real-world ideas into powerful AI tools using ML, NLP, and web tech like Django & Hugging Face. Exploring the frontiers of GenAI, Data Science, and intelligent systems.

View My Work Let's Connect
8+
AI Projects
500+
Active Users
99%
ML Accuracy
2
Internships

About Me

Prasanna Nagarale

I'm an AI/ML Engineer specializing in production-grade intelligent systems. I excel at developing cutting-edge AI solutions and solving real-world problems by building scalable applications using GenAI, NLP, and Computer Vision.

My expertise spans from fine-tuning large language models to creating multi-agent systems, with a proven track record of delivering practical results across diverse domains.

I thrive on turning complex AI research into usable, practical tools that generate real business impact and create new possibilities. Let's build something remarkable together!

🎯
Focus

Production AI Systems

💡
Passion

GenAI & Innovation

🚀
Goal

Scalable AI Solutions

Experience

Professional journey building AI solutions

Feb 2025 - July 2025

Software Development Intern - AI/ML Specialization

ClickCrawl Media Pvt. Ltd., Hubli, Karnataka

  • Engineered WordRift AI, a comprehensive AI writing platform with paraphrasing, grammar correction, translation, plagiarism detection, and AI humanization capabilities using transformer models (T5, BART, RoBERTa)
  • Achieved 92% model accuracy and reduced response time by 75% through optimization techniques
  • Developed HDR image enhancement system for automated processing of multi-exposure photographs using OpenCV, delivering 90% professional-grade quality with 95% artifact reduction
  • Built comprehensive user management system with premium tier logic, usage tracking, and real-time analytics dashboard for monitoring system performance
Django Transformers OpenCV PostgreSQL
Feb 2023 - Mar 2023

Web Development Intern

FUEL, Hubli, Karnataka

  • Completed intensive one-month internship focused on full-stack web development fundamentals
  • Gained hands-on experience with HTML5, CSS3, and Python for building responsive web applications
  • Developed strong communication and collaboration skills working in a professional team environment
  • Built foundational understanding of web technologies and software development best practices
HTML CSS Python Team Collaboration

Tech Stack

Technologies and tools I work with

🤖

AI/ML & GenAI

LLMs RAG LangChain Hugging Face Groq Fine-tuning Prompt Engineering
🧠

ML Frameworks

PyTorch TensorFlow Scikit-learn Keras OpenCV FAISS
📊

Data Science

Data Visualization EDA Feature Engineering Model Evaluation Hypothesis Testing Statistical Analysis
💻

Development

Python Django Flask Streamlit PostgreSQL Docker Git
🎯

Specializations

NLP Computer Vision Multi-Agent Systems Deep Learning MLOps
🌐

Web Technologies

HTML5 CSS3 JavaScript TailwindCSS Bootstrap Responsive Design

Featured Projects

Production-grade AI systems solving real-world problems

WordRift AI
Django Transformers NLP

WordRift AI

Full-stack AI writing platform with 11 features: paraphrasing, grammar correction, translation (50+ languages), plagiarism detection, and AI humanization.

⚡ 500+ Users
🎯 92% Accuracy
Live Demo
Math Mentor AI
RAG Multi-Agent Groq

Math Mentor AI

Multimodal math-solving agent with text/image/audio input, RAG pipeline, HITL oversight, and memory for JEE-level problems.

🤖 5+ Agents
📚 4 Topics
View Code
DocuMind RAG
LangChain FAISS RAG

DocuMind-RAG

RAG chatbot for hallucination-free document Q&A. Supports PDFs, web scraping, and multi-format documents with semantic search.

📄 Multi-Format
🔍 Vector Search
View Code
HDR Enhancement
OpenCV Computer Vision Image Processing

HDR Image Enhancement

Automated HDR processor using Debevec algorithm. Merges multi-exposure images with 90% professional-grade quality in 2 seconds.

⚡ 2s Processing
🎨 90% Quality
View Code
Banking Chatbot
NLP TensorFlow Voice AI

NLP Banking Chatbot

Intelligent banking assistant with 94% intent classification accuracy. Handles 15+ query categories with voice and text support.

🎯 94% Accuracy
⚡ <300ms
View Code
Crop Recommendation
Machine Learning Random Forest Agriculture

Crop Recommendation System

ML system achieving 99.3% accuracy for optimal crop selection based on soil nutrients and environmental conditions.

🎯 99.3% Accuracy
🌾 22 Crops
View Code
Phi-2 Financial Sentiment
Fine-tuning QLoRA Hugging Face

Phi-2 Financial Sentiment

Fine-tuned Microsoft Phi-2 (2.7B params) for financial sentiment analysis using QLoRA on 4,000 samples. Published on Hugging Face.

🤗 Published
📊 4K Samples
View Model
LangGraph AI Assistant
LangGraph Groq Tavily

LangGraph AI Assistant

Intelligent research assistant using LangGraph that routes queries to web search or direct LLM response based on context analysis.

🔍 Smart Routing
⚡ Real-time
View Code

Let's Connect

Open to collaboration on AI/ML projects and job opportunities

Get In Touch

I'm always excited to discuss new AI projects, collaborate on research, or explore job opportunities. Whether you have a question or just want to say hi, feel free to reach out!

📧
Email
nagaraleprasanna@gmail.com
📱
Phone
+91 9448178417
📍
Location
Bangalore, Karnataka, India