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pragatiusstudies/README.md

Hi, I'm Pragati Dharmale 👋

AI/ML Researcher · IEEE Author · CIS Faculty · NVIDIA Certified

Bridging cutting-edge AI research and real-world learning across EEG/ECG signal processing, deep learning, and computer science education since 2003.


🏅 Credentials

🎓 NVIDIA Certified Building AI Agents with Multimodal Models · GTC 2026
📄 IEEE Author 5 papers · 5 Best Session Awards · ICCE / CCWC
🔬 Senior Research Advisor Aspiring Scholars Directed Research Program (ASDRP)
🏫 CIS Faculty San Jose City College
🎓 Adjunct Professor SF Bay University
🌐 BACCC Instructor Gen AI App Development Program · 2026
📖 Published Author Database Architecture and Implementation
⚗️ Patents 2 (EEG Multimodal Attention · IoT Healthcare Camera)

🚀 Featured Projects

🤖 AI & Automation

Repo Description Stack
multimodal-ai-agent Agentic pipeline — vision + language → structured actions GPT-4V · LangChain · Streamlit
ai-social-media-generator One topic → 4 platform posts + AI image, fully automated n8n · GPT-4 · DALL·E · Cloudinary

🎓 Teaching & Education

Repo Description Stack
student-grade-predictor ML grade prediction with SHAP explainability scikit-learn · SHAP · Streamlit
ml-visual-explorer Interactive visualization of 6 ML algorithms scikit-learn · Matplotlib · Streamlit
python-tutor-chatbot AI Python tutor — 24 topics, quiz engine, LLM-powered HuggingFace · Mistral 7B · Streamlit

📚 IEEE Publications

Year Conference Title Award
2026 IEEE CCWC Hybrid AI for Clinical Prediction: LLM Features + ML for Explainable Diabetes Risk 🏆 Best Session
2025 IEEE ICCE Automated Recognition of ASD from EEG Using CNN-LSTM Hybrid 🏆 Best Session
2025 IEEE ICCE ASL Translation Model Using ML Techniques 🏆 Best Session
2025 IEEE ICCE Treadmill Usage Enhancement Using New ML Models 🏆 Best Session
2024 IEEE ICCE ASD Recognition in EEG via Filtering-Driven CNN 🏆 Best Session

🔬 Active Research (ASDRP Pragati Group)

  • EEG Signal Analysis — Epileptic seizure detection · CNN-LSTM · Python
  • ECG Signal Analysis — Arrhythmia detection · RNN + CNN · Biomedical AI
  • Diabetes Risk Prediction — XAI · LLM · SHAP · IEEE CCWC 2026

📍 Aspiring Scholars Directed Research Program · Fremont, CA


🛠️ Tech Stack

AI / ML          PyTorch · TensorFlow · scikit-learn · HuggingFace · LangChain
LLMs             GPT-4 · GPT-4V · Mistral 7B · Prompt Engineering
Signal Processing MNE · MATLAB · EEG · ECG · Wavelet Transform
Data Science     pandas · NumPy · matplotlib · SHAP · SQL
Automation       n8n · DALL·E · Cloudinary · Google Sheets API
Languages        Python · Java · C++ · JavaScript · SQL · MATLAB
Web              HTML · CSS · JavaScript · Streamlit · Flask

🏫 Current Positions

Institution Role Courses
San Jose City College CIS Faculty Python, Data Science (Data 8), SQL Analytics, Java, C++, IoT
SF Bay University Adjunct Professor Advanced Web Prog (CS526), Advanced DB (CS547), Data Modeling (CS457)
ASDRP Senior Research Advisor ML · Deep Learning · Signal Processing
BACCC Gen AI Instructor AI Foundations · Cloud Computing · Capstone


🌐 Connect

LinkedIn Portfolio YouTube Google Scholar ASDRP


📍 San Jose, California · IEEE Member · NVIDIA Certified · Open to research collaborations

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