Akshat D. Email & Phone Number

Lausanne, Vd, Ch

Geneva Area, Switzerland

Geneva Area, Switzerland

• Development and deployment of Large Vocabulary Continuous Speech Recognition systems. (Large Datasets, HMMs, Deep learning - DNN, RNN, NLP, Clustering, Grid computing)• Backend web and infrastructure development with postgres, couchdb, elasticsearch, rabbitMQ and celery. • Refactoring of a speech-to-text decoder C++ application into a dataflow framework for the purposes of real time speech recognition. • Development of an automatic punctuation addition for a speech to text system. (Used Boosting, Decision Trees)• Development and deployment of a summariser and keyword extracter (Used Maximum Marginal Relevance, IDF-TF) • Researching music detection and removal techniques from audio recordings. • Worked on topic modelling techniques like LDA for concept extraction from text.

Lausanne Area, Switzerland

Building a prototype for Human Computer Interface using brain electrical activity captured using Emotiv EPOC headset. The work had the following steps: • Working with engineers at Logitech to come up with the requirements of a HCI. • Discussing PhD students at EPFL to obtain understanding about the EEG data• Designing an experiment and creating an application for data collection to evaluate the capabilities of the signal capture device. • Data preparation, preliminary experiments to decide on a classifier, finally implementing the application using C++.

Bengaluru Area, India

• Continous Integration testing.• Test Automation (TCL and Perl) for LTE Basestation device.

Automation for digital semiconductor design using TCL.

Graduate Certificate In Technology And Policy, Public Policy Analysis

Master Of Science (Ms), Electrical, Electronics And Communications Engineering

Bachelor'S Degree, Electrical And Electronics Engineering