Skymap Global

Role – Senior Research and Technology Engineer

 Developed Building detection using OpenCV, Python, Flask, Docker, Google Static Map

 Research collaboration with Academic and Industry leaders for using deep learning concepts and architecture setup in the big data context (100+ GB)

 Implemented sentimental analysis of client emails using Word2Vec, Scikit, Keras (LSTM) and Google Cloud ML Engine

 Deployed visualization of analysed IOT dataset using D3 chart, Google Map, Vue.js, Flask, POSTGIS and PostgreSQL

 Created model using Python, Keras (CNN), Planet API and Google Earth Engine for Augmented Reality IOS Application and was featured in Geospatial World Forum 2018

 Worked on chat bot feature using NLP, Socket.IO and Google Cloud and sped up user interaction

 Analysed vehicle routing problem (carpooling) using optimisation tool, Google Map API, and python (Singapore Project)

 Conducted technical training sessions, supervised interns, hiring and collaborated with 3 teams for development of products

 Completed specialization courses on Google Map API and Data Engineering on Google Cloud Platform [Certificate]

Projects

Google Earth Engine data analysis application

Created model using Python, Keras (CNN), Planet API and Google Earth Engine for Augmented Reality IOS Application and was featured in Geospatial World Forum 2018

Deep Learning

Implemented sentimental analysis of client emails using Word2Vec, Scikit, Keras (LSTM) and Google Cloud ML Engine

Chatbot

Worked on chat bot feature using NLP, Socket.IO and Google Cloud and sped up user interaction

Augmented Reality - IOS Application

Created model using Python, Keras (CNN), Planet API and Google Earth Engine for Augmented Reality IOS Application and was featured in Geospatial World Forum 2018

D3, DC Map Visualisation

Deployed visualization of analysed IOT dataset using D3 chart, Google Map, Vue.js, Flask, POSTGIS and PostgreSQL

Route Optimisation

Analysed vehicle routing problem (carpooling) using optimisation tool, Google Map API, and python (Singapore Project)

Other application

Capture location in phone through sms link, technology guidance for other products

Skills Learned

Data Science

Python, Keras (CNN), Routing optimisation, Word2Vec, Scikit, Keras (LSTM)

Data Engineering

Google cloud, Api.ai, Pub/Sub, Google Cloud ML Engine

Lead / Management

Conducted technical training sessions, supervised interns, hiring

Web Development

Firebase, Laraval, Express, Node.js, Flask, PostgreSQL, Geoserver, Vue.js, React, D3, Dc, Socket.IO

Mobile Development

Swift, Arkit, Unity

Geoinformatics

Google Map, Planet and Google Earth Engine API