SRSunil Rufus is a developer with experience in Machine Learning and AI applications. He has worked on developing IoT solutions, such as managing water resources for a steel plant, and building financial forecasting models using ARIMA. His technical skills include Python, AWS, Deep Learning frameworks (Tensorflow, PyTorch), and various cloud/database technologies.
Experience
Project Staff (Machine Learning Application Developer)
University of Hyderabad
Research Analyst and Developer in ML
Teknuance
Working on developing a POC for Vizag steel plant to efficiently manage their water resources using IoT devices to gather data, process, analyze, and display on the website. Used python, pandas, and NumPy for backend, FastAPI, Websckets for server connection, and AWS EC2 for cloud computing. Working on a project "Blockchain enabled cold chain supply chain logistics for pharmaceutical industries".
Programmer (intern)
TVS
Worked on developing and adding features in chatbot. Developed question generation and answering from a given data using NLP. Developed an application in the bot that displays insightful data based on the questions asked. Worked on developing a financial application for my firm, given the bank statement of the company's expenses for previous years, was able to forecast future expenses by fitting an ARIMA model, used Dask and Ray for preprocessing and accelerating computation. Worked on developing an AutoML tool that could make Machine Learning apps accessible without the need of coding.
Education
Loyola - ICAM College of Engineering and Technology
B.E.
CSE
St. Bede's Anglo Indian Higher Secondary School
HSC