Deeksha N.

Undergraduate Researcher · Biomedical AI · Machine Learning · Computational Biology

Bengaluru, Karnataka, India

@deeksha_n

0 followers

🎓 B.E. Electronics & Communication Engineering at Siddaganga Institute of Technology · Graduating 2028

About

Electronics & Communication Engineering undergraduate engaged in interdisciplinary biomedical AI research. Experience spans machine learning for medical imaging, molecular dynamics simulations, wearable IoT health systems, and systematic literature reviews, with a record of award-winning prototypes and collaborative research contributions.

Experience

Student Researcher

BioInvent Research Laboratory

Aug 2026 – Present

AI-Based Prediction & Grading of Hypothermia-Induced Donor Corneal Endothelial Damage and Recovery. Driving interdisciplinary research integrating biomedical imaging, machine learning, wet-lab experiments, and molecular dynamics simulations; curating and preprocessing microscopy-image datasets; developing and training image classification models; executing GROMACS molecular dynamics pipelines; leveraging institutional GPU/HPC resources; preparing documentation and presentations; contributing as co-author on a manuscript in preparation.
Independent Systematic Literature Review

Freelance

— – Present

Machine Learning and IoT-Based Wearable Sensors for Longitudinal Progression Monitoring in Parkinson’s Disease. Independently owning the full systematic review pipeline including database search, screening, inclusion/exclusion, data extraction, quality assessment, PRISMA workflow, evidence synthesis, and manuscript drafting.

Education

B.E.

Siddaganga Institute of Technology · VTU

Electronics & Communication Engineering · Sep 2024 – Aug 2028

Skills

<3 months

C CSS RAG IoT HTML Python Research JavaScript Data Analysis Deep Learning Classification Web development Computer Vision Machine Learning Embedded Systems Data Preprocessing Speech Recognition Molecular Dynamics Literature Reviews Natural Language Processing

Tools / apps / platforms

<3 months

Git Linux GitHub Arduino GROMACS MongoDB Firebase

Languages

Native / Bilingual

Hindi Speak Kannada Speak

Fluent

English Speak

Basic

German Speak

Projects

SUBSENSE — AI/ML Engine for IoT

Machine Learning · Data Pipelines · Testing

Built the complete AI/ML engine and data-processing layer including validation, filtering, normalization, and anomaly simulation; achieved 78/78 unit tests passing in a collaborative GitHub repository.
AI Skin Cancer Multi-Agent Assistant

Medical AI · Computer Vision · Multi-Agent Systems

Designed and implemented a multi-agent medical AI prototype for skin-lesion analysis and interactive follow-up within a 4-hour hackathon constraint; progressed the system toward trained-model integration.
AI Financial Document Analyzer

RAG · Document Intelligence · Classification

Architected a RAG-powered financial document analyzer capable of PDF processing, clause extraction, scam detection, and personalized insights; led RAG pipeline and classifier development in a 3-member team.
FireGuard

Embedded Systems · IoT · Autonomous Control

Engineered software for an autonomous firefighting robot with Wi-Fi communication, autonomous patrol, fire detection, and mode control with live status feedback.
Silence Speaks

Speech-to-Sign · Multilingual AI

Led development of an offline accessibility platform converting speech to text to sign-language avatar; owned model training, accuracy improvement, multilingual support, and UI implementation.
Serenor

IoT · Wearable Sensing · Health Analytics

Built a wearable health-monitoring system for Parkinson’s symptom and progression tracking using ESP8266, MPU6050 motion sensor, and MAX30102 heart-rate sensor. Designed a web dashboard for real-time data visualization and analyzed tremor/physiological patterns from public datasets and offline simulations.

🏆 Achievements & awards

1st Place — KIT Specathon 2026 · 2026

Silence Speaks; Team Leader.
2nd Place — ProDX Hackathon 2025 · 2025

Silence Speaks.
6th Place — RVITM RoboFiesta 2025 · 2025

AI Financial Document Analyzer.

⚽ Extracurricular activities

Charter President — Leo Club of Tumkur Brigade

Founded and led a 40-member service club; organized approximately 7 community activities; club earned 2nd-place district recognition.
Digital & Sponsorship Head — Team Avalanche, SIT

Drive digital engagement and sponsorship acquisition; events regularly attract 200–250 attendees.
Core Member — AI Brewery, SIT

Co-organize hackathons, coding competitions, and AI/technology workshops for the student community.

🤝 Volunteering

Leo Club of Tumkur Brigade · Charter President · 2026

Founded and led a 40-member service club; organized approximately 7 community activities; club earned 2nd-place district recognition.

🎯 Hobbies & interests

Chess

Explore the Broxer community

💬 Q&A Ask about roles, salaries and interviews — and help others. 👥 Circles Join discussions on skills, companies and industries. 📰 Feed Follow updates and insights from the community.