- Samruddhi Kulkarni -
Signal Processing, Machine Learning, Software Engineering


'I don't know' has become 'I don't know yet'-Bill Gates

Web Technologies

HTML, CSS, Bootstrap, Responsive Web design


Python, C, C++, MATLAB(Simulink), mySQL

Cloud Computing

Amazon Web services, Microsoft Azure

Artificial Intelligence

  • Data visualization: Matplotlib, Plotly, Seaborn
  • Image processing: scikit-image, OpenCV, Pillow, ffmpeg, SciPy
  • Machine learning: Pandas, numpy, scikit-learn, jupyter, Keras, TensorFlow, Pytorch


  • Embedded Software: Arduino, Energia, Electronic circuit design & instrumentation
  • App development(Android Studio), Software testing(Unit tests, Integration tests), Git, Linux

Recent Projects

"What you are will show in what you do" -Thomas Edison

Real-time fall detection using CCTV video footage

CCTV Fall Detector

Image & Video Processing
Blood pressure digitization using mobile cellphone camera


Research / Image Digitization / Deep Learning
5-stage sleep analysis using one-lead Electrocardiogram

Sleep Stage Classifier

Signal Processing / Machine Learning
Improving Glaucoma Surgery through Microrobotics


Medical Robotics / Embedded Systems
Analyzing Eating Patterns to assess Mental Well-being

Eating & Mental Health

Research / Ubiquitous computing
An Automatic Arm-warming Sleeve for cold working conditions


Biomedical Sensing/ Embedded Systems

My Journey so far...

"The way to get started is to quit talking and begin doing." -Walt Disney

  • Spring 2020 Commencement!

    Georgia Tech - May 2020

    Graduated with a Master's of Science in Electrical and Computer Engineering from Georgia Institute of Technology.

  • Graduate Research Assistant

    The Clifford Lab at Emory University - Jan 2020 - May 2020

    Constructed end-to-end pipeline for digitization and aesthetic quality analysis of images recorded wirelessly using a cellphone camera.

  • Graduate Research Assistant

    Ubicomp Research Group, Georgia Tech - Aug 2019 - Dec 2019

    Worked on research on study of eating behaviors in college students using wearables & investigate its correlation to mental well-being.

  • Machine learning intern

    TQIntelligence - Summer 2019

    Worked on data analytics workflow for proof-of-concept projects as well as mental health data collected via company application.

  • Research intern

    Emory University - Summer 2019

    Investigate LCD-transcription into text & numerical data for blood pressure displays.Developed an artificial dataset to validate mathematical models for variations in data under study

  • Georgia Institute of Technology

    Master's of Science in Electrical and Computer Engineering - 2018-2020 -

    Began graduate studies at Georgia Tech with technical specializations in Bioengineering & Digital Signal Processing.

  • Research Volunteer

    Process Control Lab, COEP - Summer 2016

    Developed a decision model to guide the rescue team for fast and safe evacuation of building occupants in high-rise buildings in India. Published this research at the IEEE Conference on Computing, Analytics and Security Trends, 2016.

  • College of Engineering Pune

    B.Tech Instrumentation and Control Engineering, 2014-2018

    Pursued undergraduate studies in Instrumentation and Control Engineering from Fall 2014 at Pune, India.

  • Fergusson College, Pune

    High School - 2012 - 2014

  • Symbiosis School

    2002 - 2012