Building intelligent systems using Artificial Intelligence, Machine Learning, Computer Vision, NLP, LLMs, Cloud, and IoT to solve real-world problems.

• 🎓 Pursuing a B.E. in Artificial Intelligence & Machine Learning
• 🤖 Building practical AI systems that solve real-world problems
• 👁️ Interested in Machine Learning, Computer Vision, NLP, and Generative AI
• 🌐 Experienced in building AI applications with Python, GCP, APIs, IoT, and data-driven systems
• 🔐 Researching intelligent approaches to digital security and fraud prevention
• 🚀 Passionate about transforming technical ideas into scalable, startup-oriented products

Lead Researcher & Author

A proposed intelligent security layer for UPI transactions that focuses on reducing recipient impersonation and social-engineering risks.

Key work:

• 🧠 Integrated SBERT embeddings and Cosine Similarity for cross-lingual VPA impersonation detection
• 🛡️ Designed a Risk-Based Authentication framework using passive device fingerprinting
• ⚡ Explored dynamic friction mechanisms for high-risk transactions
• 🎯 Combined algorithmic intelligence with UX-based approaches to help disrupt social engineering

An end-to-end AI platform designed for smallholder farmers.

What it does:

• 🌱 Computer Vision-based disease detection
• 🗣️ Multilingual voice interaction using Speech-to-Text and Text-to-Speech
• 📈 Real-time market intelligence
• ☁️ Multi-source API ingestion pipeline with schema validation
• 🌐 Designed for low-bandwidth and multilingual rural access

Tech: Python · Computer Vision · Kannada NLP · GCP · APIs

🔗 Repository: Add your Kisan Mitra / RaithaAI repository link here

An AI-powered flood prediction and emergency alert system built using environmental and IoT data.

Highlights:

• 🧠 Developed a Bi-LSTM + XGBoost ensemble
• 📊 Used IoT sensor and satellite data for water-level prediction
• 🎯 Achieved 95% water-level prediction accuracy
• 🚨 Reduced false alarms by 90%
• ⚡ Designed an automated emergency alert pipeline capable of dispatching notifications within 5 minutes of detection

Tech: Python · Bi-LSTM · XGBoost · Machine Learning · IoT

🔗 Repository: Add your project repository link here

An AI-focused project exploring the use of intelligent technologies to solve practical agricultural challenges.

Focus Areas:

• Computer Vision
• AI-powered analysis
• IoT integration
• Intelligent monitoring
• Web-based dashboards

Tech: Python · OpenCV · Machine Learning · Arduino · IoT

🔗 Repository: Add your RaithaAI repository link here

An AI-based project focused on intelligent analysis and real-world problem solving.

Tech: Python · Machine Learning · AI

🔗 Repository: Add your DeepSpectra 2.0 repository link here

• 🏅 Oracle Cloud Infrastructure 2025 Certified Generative AI Professional
• ☁️ NPTEL Cloud Computing — Elite + Top 5%
• 🤖 AI Fundamentals — IBM

• 🤖 Advanced AI & Machine Learning systems
• 👁️ Computer Vision applications
• 🧠 LLMs and Generative AI
• 🔐 AI for security and fraud prevention
• 🌐 AI-powered products and startup development
• 🔌 Intelligent systems combining AI + IoT

I'm always interested in collaborating on AI, Machine Learning, Computer Vision, Generative AI, and real-world technology projects.

"Building intelligent technology for real-world impact."