🎓 Final-year ECE student at BMS College of Engineering, Bengaluru
📡 Passionate about Signal Processing, AI/ML & Biomedical Applications
🚀 Diving deep into Adaptive, Statistical & Musical Signal Processing, Machine Learning & Biomedical AI
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| Project | Status | Next Milestone |
|---|---|---|
| 🌾 Smart Agri Sensor Fusion | 🟡 In Progress | Finalize feature-fusion pipeline |
| 🔊 Adaptive Audio Noise Canceller | ✅ Completed | Write up performance report |
| 🧠 EEG-Based Schizophrenia Detection | 🟢 Experiment | Tune classifier hyperparameters |
| 📘 MML Book Exercises | 📖 Week 5 | Solve Ch 3 probability problems |
- 📝 NPTEL Machine Learning Certified (Introduction to Machine Learning, IIT Madras)
- 🥇 93% sensitivity on PhysioNet CinC murmur detection (Adaptive AI Stethoscope)
- 📈 20 dB SNR gain in live audio cleanup via LMS filter
- 🎓 Top 5% in NPTEL “Introduction to Adaptive Signal Processing”
- 🧬 Biomedical Signal Processing (EEG | ECG | Heart Sounds)
- 🎧 Audio & Acoustic Event Classification
- 🖼️ Image Processing & Biomedical CV
- 📊 Time-Series Analysis & Feature Extraction
- 🤖 Machine Learning & Deep Learning
- 📡 Real-Time DSP & Rapid Prototyping
| 🚀 Project | 🔍 Description | 📊 Status |
|---|---|---|
| Adaptive Audio Noise Canceller | LMS filter for real-time audio cleanup | ✅ Completed |
| EEG-Based Schizophrenia Detection | FFT/DWT + ML pipeline for EEG classification | ✅ Completed |
| RBC Detection from Smear Slides | OpenCV segmentation & morphology analysis | ✅ Academic |
| DTMF Tone Decoder | FFT-based phone-tone to digit mapping (MATLAB) | ✅ Completed |
| Smart Agri Sensor Fusion | Multimodal ML on soil & plant data | 🟡 In Progress |
- 🥋 Martial arts enthusiast (Karate & Taekwondo)
- 🎸 Amateur music producer—experimenting with pop beats
- 📷 Night-sky photographer & stargazer
- 🏸 Badminton enthusiast
- 🏊 Avid swimmer
“I don’t half-ass anything — I go all in.”