Developed a framework using AI/ML and API calls to support intent based on-demand “Emergency Network Slices” for customers to innovate towards 5G Advanced and 6G networks (AI/ML & Data Intelligence @ Cloud and Network Services). Trained ARIMA, RNN, LSTM, FBProphet, among other models to monitor + improve validations and predictions for time series network consumption data in real world production scenarios. Also crafted a research paper for Nokia about the in-dept study conducted on the properties of time-series datasets suitable for ARIMA and different methods to create ensemble models based on seasonality for prediction improvements. Skills: Data Imputations, Python (TensorFlow Keras), NumPy, SciKit, Pandas, SOLID Design Patters, YAML
Helped cancer researchers by implementing a dynamic website that integrates data analysis and visualization techniques for more than 17,000 cancer patient data with a real-time server-side graphs generation model based on input parameters. Improved data availability, accessibility, and access speed by designing and implementing RESTful web services, LRU scheme caching for the image data, and set up SQL database.
Created and managed a website for the project PROS: Performance to Reduce Online Scams within the Center of Gerontology. The project aims to raise awareness about online scams affecting the elderly and engaging them in interactive storytelling to prevent online scams. Designed the website, performed wireframming, and used content management platforms.
Worked on the project GroupThink where we examine language symptomatic of groupthink in the context of resisting COVID-19 health mandates by using NLP and audio processing to analyze textual and audio data from video posts in different online platforms. Also worked on projects trying to analyze textual data in online social media platforms related to the Farmer's protest in India and Racial Microaggressions. Performed qualitative coding and labeling for the data which was then used to train models.
Created a fire database for the Heat and Trasfer Safety Lab. Implemented a secure searchable database login system website in Node JS. Also worked to set up and run the server and managed the database in MySQL.
This was an online externship offered by the AT&T Summer Learning Academy. Learned about the different businesses of AT&T, Warner Media, the new 5G technology and the future of telecommunications, tech innovation at AT&T, and attended talks by big business executives including Sal Khan, AT&T CTO, and others.
Analyzed the report “Social Media and Political Behavior” by Lokniti and provided input on the ways social media companies can avoid spreading misinformation during elections.
Learned about the basic research practices including data collection, conducting research, writing research papers, getting funding, collaborating in projects, and more.
Implemented a web development project using Java Server Pages with servlet and Oracle Database. Also, learned about the different ways and responsibilities the ICT department has within the company.
Received appreciation for the work in Women Empowerment Program of Jharkhand Tribal Development Society.