Vatsal D

• Use of computer vision and deep learning to find out details about the users.
• Perform real-time audio analytics to generate insights.
• Perform audio processing and analysing voice data to fetch insights with websockets based server.
• Perform speech data analysis using natural language processing.
• Design and train Machine Learning algorithm with transfer learning to find insights using Python and Scikit-learn.

Skills used: Natural language processing, scikit-learn, Python, Deep learning, WebSockets, Computer vision, Machine learning

Skills used: Machine learning, Tensorflow, PyTorch

• As product manager, perform requirement analysis and scope management
• Design and development of media player device application for content playback using java and javascript and have done product management and product lifecycle management
• Design and development of nodejs based websocket to perform push communicaiton to reduce latency on players
• Designed and developed log management system
• Media player use Ubuntu Linux and they use ajax with jQuery and websockets to communicate internally and with content management server

Skills used: Nodejs, AJAX, Linux, Product Management, JavaScript, WebSockets, Java

• Discuss Artificial Intelligence trends in the market
• Discuss some good books and courses and ways to enter the Data Science career
• Discuss about bias and racial issues observed around Artificial Intelligence models

Skills used: Artificial intelligence

• Presented an interactive talk to the prominent commerce and industry body in southern gujarat explaining use cases of Artificial Intelligence
• Answered different questions from industry members.

Skills used: Artificial intelligence

• Explained Artificial Intelligence based Hypothyroid disease diagnosis model and AI in diagnosis
• Used SHAPLEY and DALEX library to explain the pre-trained model
• Used DALEX library as wrapper to SHAP python package
• Jupyter notebook was used to give interative experience to the whole process
• Keras was used to perform deep learning with neural networks on Hypothyroid dataset

Skills used: Artificial intelligence, keras, Python, Jupyter, Deep learning

• We used Keras in Python based Jupyter Notebooks to perform Deep Learning on the Hypothyroid dataset.
• Hypothyroid is considered difficult to diagnose and we used it as instance to explain the model.
• We used DALEX library which works like a wrapper around SHAP.
• We identified the feature importance used by the pre-trained model in making decisions.
• We used Explainable AI mechanism to make Artificial Intelligence interpretable.

Skills used: Artificial intelligence, keras, Python, Jupyter, Deep learning

• Developed radar user interface using c# , computer vision and emgucv
• Performed interfacing with SIMRAD radar api in c++

Skills used: C#, Computer vision, C++

• Parsed PDF based resumes using pdfminer
• Developed application using python and computer vision
• Performed OCR using PDFMINER and Google Computer Vision API
• Command line arguments were added to add automtated parsing for all the files

Skills used: Python, OCR, Google Computer Vision API, Computer vision

• Thumbnail shape and size detection using Computer Vision techniques in Python
• Worked on Proof of concept to reproduce research paper results
• Deep Learning was used for training images

Skills used: Python, Deep learning, Computer vision

• As techlead lead team to enhance and maintain of Telecom billing system using Java
• The billing system used EJB as well
• Lead team of developers to work on the product for the company

Skills used: Java

• Lead team of developers as techlead for enhanced web-based Project Management application EDGE for EMC2(Now DELL EMC)
• Maintained CRM middleware EAI Billing solution middleware for Vodafone UK.
• Maintained reporting system for EMC (DELL EMC) channel express using java
• Developed front end for BSkyB(British Sky Network) using javascript
• AJAX was used under jquery with the UI and backend interaction

Skills used: Java, AJAX, JavaScript, jQuery

• Developed and maintained POY and PSF production reporting systems using java and javascript
• The reporting system used struts based mvc pattern

Skills used: Java, JavaScript