AI/ML Researcher specializing in Medical AI, Deep Learning, and Natural Language Processing
🎓 BTech in Information Technology at IIITM Gwalior (2022-2026) | CGPA: 7.84
🔬 Research Focus: Medical Image Analysis, Federated Learning, Computer Vision, NLP
🏥 Currently developing FDA-aligned medical devices with laser-based diagnostics
📊 Published researcher with papers in IEEE BIBM 2024 and IEEE IATMSI 2025
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LightHearted AI | June 2025 - Present
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IIT Hyderabad | May 2025 - Present
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IIT Patna | May 2025 - Present
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IIITM Gwalior | April 2024 - December 2024
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IEEE BIBM 2024 | Y. A. Reddy et al.
- 🎯 Dice Score: 0.96 with UNET architectures
- 📐 Mean Error: -3.2° for angle estimation
- 🔍 GradCAM XAI for clinical interpretability
- 📱 Optimized for mobile deployment
IEEE IATMSI 2025 | Accepted
- 🔄 Transfer learning from Helsinki-NLP model
- ⚡ FlashAttention for 40% GPU memory reduction
- 📊 BLEU Score: 11.69 benchmark achievement
- 🎯 16K vocabulary SentencePiece tokenizer
arXiv 2025 | Y. Abhiram Reddy et al.
- 🎯 87.6% accuracy with hybrid VADER + DistilBERT
- 🏢 Corporate Sentiment Index (CSI) across 20+ corporations
- ⚡ Real-time processing with snscrape integration
- 📈 Applications in financial forecasting & crisis management
🛡️ Network Security Anomaly Detection
- 🧠 Autoencoder + Classifier architecture using PyTorch
- ⚖️ SMOTE for imbalanced data handling
- 📡 Real-time packet sniffing with Tshark
- 🔗 Medium Article
🌍 NER Location Detection for Emergency Response
- 🎯 93% accuracy using spaCy
- 📱 Specialized for social media content
- 🚨 Emergency response automation
- 🔗 Medium Article
🏏 CricketGPT - RAG-based Sports Chatbot
- 🚀 RAG architecture with LangChain & FastAPI
- ⚡ 50% reduction in lookup times
- 🧠 Mixtral-22b integration
- 🔗 Medium Article
📝 Scribble - AI-Powered Note-Taking
- ✨ Rich text editing with React.js & TipTap.js
- 🔐 Secure authentication using Appwrite
- 🤖 ChatGPT integration for smart features
- 🌐 Live Demo
👥 Autoencoder Recommendation System
- 📊 Processed 20M+ ratings using PyTorch
- 📈 15% improvement in recommendation accuracy
- 🤝 Advanced collaborative filtering
- 🔗 Medium Article
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Impact Score: Clinical-grade AI with real-world deployment |
🩺 FDA-aligned medical device development Collaborators: AIIMS Delhi, NHS, University of Alberta |
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Medical AI FDA-track development |
Deep Learning Clinical deployment |
Research 3 Publications |
Collaboration Multi-institutional |
graph LR
A[Medical AI] --> D[Clinical Impact]
B[Deep Learning] --> D
C[NLP] --> D
D --> E[Global Health Access]
style A fill:#ff6b6b
style B fill:#4ecdc4
style C fill:#45b7d1
style D fill:#96ceb4
style E fill:#ffeaa7
🔬 Open to collaborations in:
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"Building AI systems that save lives and democratize healthcare access"
🎯 Mission: Bridging the gap between cutting-edge AI research and real-world clinical applications
🌍 Vision: Making advanced medical diagnostics accessible globally through mobile-optimized AI