vishwas = {
"education": "B.Tech Computer Engineering – AI | Ganpat University (CGPA: 8.38)",
"location": "Ahmedabad, Gujarat, India",
"focus": ["Healthcare AI", "Computer Vision", "NLP", "Predictive Analytics"],
"research": "82% accuracy in breast cancer detection | 85-90% in churn prediction",
"values": ["Ethical AI", "Social Impact", "Rural Education"],
"seeking": "Graduate Research Opportunities in AI/ML"
}I build AI systems that solve real problems — from detecting cancer in mammograms to helping rural mothers access healthcare. My work sits at the intersection of deep learning, computer vision, and social good.
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Deep learning system using VGG16, ResNet50V2 & InceptionV3 CNNs for mammogram analysis. Achieved 82% accuracy combining LeNet and AlexNet architectures with transfer learning. |
Real-time emotion detection across 7 emotion classes using CNN + OpenCV + Streamlit. Deployed as an interactive web app. |
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Scans packaged food labels using EasyOCR + OpenCV to flag harmful ingredients in real-time. Built with Pandas and Streamlit. |
Maternal healthcare platform with MamaBot AI chatbot, Google Maps integration, and text-to-speech. Addresses rural healthcare gaps in India. |
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Predictive analytics achieving 85–90% accuracy using XGBoost + Random Forest. Enables proactive customer retention strategies. |
Neural machine translation using MarianMT Transformer with attention mechanisms. Implemented with Hugging Face + PyTorch. |
Languages
AI / ML
Data & Infrastructure
Web & Deployment
- 🔬 Research: 82% accuracy in breast cancer detection using ensemble CNN architectures
- 📈 ML: 85–90% accuracy in customer churn prediction (XGBoost + Random Forest)
- 🏅 IEEE Student Branch: Led technical events, AI/ML workshops, and social initiatives
- 🌾 Social Impact: Weekly rural teaching with GVM | "Box of Happiness" community drive
- 🏆 Hackathons: Smart India Hackathon (AI Healthcare) | Spark the Summer Hackathon
- 🏊 Sports: Inter-College Struggle Competition Winner | Swimming & Badminton competitor
| Certificate | Issuer |
|---|---|
| Python for Machine Learning | NPTEL |
| Java Programming | NPTEL |
| AI-ML Junior Analyst | PMKVY |
| Communication Skills | TCS iON |
"Building AI that serves humanity — from detecting cancer to bridging rural education gaps."