Shashank P. Rao
Masters in Computer Science, Data Science @TU Delft, Machine Learning Engineer
Currently
I’m a masters student in Computer Science at TU Delft, specializing in Data Science and Technology. My area of interest lies in the field of Deep Learning - Unsupervised Feature learning.
Employment
2016-2017
Turtle Shell Technologies Pvt. Ltd. Machine Learning Engineer.
Implemented classification algorithms like SVM and Neural Network to accurately predict the sleep stages from pressure signals. The accuracy of the classifier has been validated against the results from the India’s leading sleep research lab, NIMHANS.
Education
2016-18
Delft University of Technology MSc. Computer Science - Data Science & Technology Track
2011-15
SRM University BSc. Computer Science (Distinction)
Publications
2017
Marc Juchli, Lars K, Chak Shun Yu, Shashank Rao et al. Mining motivated trends of Haskell library usage. 1st International Workshop on API Usage and Evolution.
Technical skills
- Python
- Machine learning
- Neural Networks
- MATLAB
- LaTeX
- Git
- Keras
- Numpy
- Scipy
- Pandas
- Scikit-Learn
- Linux
Projects
AI Chatbot
Currently working on building chatbot using Messenger framework and Wit.AI for text and speech-based inputs. Languages used: Python.
Cognitive Melodies
The project aimed at predicting and recommending songs based on the mood of the listener. The mood is predicted by using acoustic data (low-level features like MFCC) of the songs. Languages & Technology used: Python, Sci-kit, Weka, JSON, AcousticcBrainz.
Brain Computer Interface
A Neural Network based project that aims to research the state of human brain under the influence of music. Languages & Technology used: Python, OpenBCI
SRM Search Engine
I worked as Lead Infrastructure at SRM SE. Aim of SRM-SE was to create an India centric search engine with clustered results, advanced knowledge database and a different UI. I led a team of around 10 DevOps engineers and handled the distributed crawling server, network infrastructre and security of our datacenter.
SRM SDC-Test Beds
Built a private cloud using OpenStack and SoCware Defined Networking. Migrated the CSE Department server to this private cloud. Languages & Technology used: OpenStack, SDN, Python, AWS
Awards/Additional Interests
AIESEC Empower (2012): Business idea selected among top 5. The idea was about creating a platform to bring together holistic and philanthropic people.
Regional Mathematics Olympiad (2008): Secured 7th rank in RMO, Gujarat region.
National Throw ball Tournament: Represented Gujarat state(India) in the National Throwball tournament.
Certified PADI Open-Water Scuba Diver.
Music, especially country music and alternative rock, are my favorite. Eventually, I explore good movies to discover good soundtracks, hence, a movie buff too.
Might even give up precious sleeps for Roadtrips, exciting Books, Live Music Concerts and Beers.
Links
References
Available on request.