Deep Learning Projects
ByteNet - Tensorflow
Implemented the dilated convolutional ByteNet model of neural machine translation from the paper Neural Machine Translation in Linear Time .
Text To Image Synthesis Using Thought Vectors
Generative Adversarial Text to Image Synthesis using skip-thought vectors. Implemented the GAN-CLS algorithm from the paper Generative Adversarial Text to Image Synthesis and conditioned the model using text-embeddings from Skip Thought Vectors.
Caption Generated Images the flower shown has yellow anther red pistil and bright red petals 
this flower has petals that are yellow, white and purple and has dark lines 
the petals on this flower are white with a yellow center 
this flower has a lot of small round pink petals. 
this flower is orange in color, and has petals that are ruffled and rounded. 
the flower has yellow petals and the center of it is brown 
Visual Question Answering in Tensorflow
Implemented the VIS-LSTM model of Visual Question Answering from the paper Exploring Models and Data for Image Question Answering.
Blue Water Trade Winds Pvt Ltd
Developed marine optimization softwares BOSS and e-Therm with an small enthusiastic team of software engineers at this marine consultancy company, owned by my father.
BOSS - Blue Water Optimum Speed Services
BOSS combines data models with advanced optimization algorithms to plan a voyage with intelligent weather routing and dynamic speed scheduling. Combined with the accelerated noon reporting system MIRROR, BOSS offers a complete fleet management toolkit for voyage monitoring, vessel performance analysis, bunker claims management and much more.
e-Therm for Cargo Heating Management
Cargo Heating Management Service aims to optimize boiler consumption on cargo heating through proper planning and monitoring of cargo heating operations onboard to assist the vessel staff and voyage operators.