Jun 2023 – Nov 2023 · 5 mos · Charlotte, North Carolina, United States · Hybrid

• Building in-house tooling for brand management, customer acquisition, retention and marketing for a new credit card line targeted at the near-prime market with AI based recommendations.
• Optimization of cloud-based workflows and developing infrastructure for marketing services.

May 2022 – Aug 2022 · 3 mos · Seattle, Washington, United States

• Integrated spatio-temporal network traffic load model into Cellular Energy Savings RL environment, that was built in OpenAI gym, in order to increase the realism of the environment by 2% and produce realistic savings opportunities across space and time for the simulations.
• Implemented multiple reinforcement learning(RL) algorithms, and showed relative pros and cons, to solve the above OpenAI gym formulation, enhanced with traffic load, in order to demonstrate significant OPEX(power cost) savings, and implicit positive environmental impacts for, telecom networks, in simulations.

Aug 2020 – Jul 2021 · 11 mos · Delhi, India

• Redesigned models built on customer datasets,the changes in the model resulted in the performance increase of 10%.
• Improved predictive accuracy of the models by at least 2% in python to preprocess data efficiently from web.

Aug 2019 – Aug 2020 · 1 yr · Delhi, India

• Analyzed customer data to ensure proper performance of deployed devices to develop machine learning models with the performance of predicting the disease with over 93%.
• Build and Optimized pipeline workflows from preprocessing to testing in deep learning on the customer datasets to achieve an average accuracy increase of 4% using python, tensorflow and sklearn.
• Optimized various deep learning models using various preprocessing and modeling techniques which increased the required positive evaluation metric of the dataset by at least 5%.

Jun 2018 – Jul 2018 · 1 mo · New Delhi Area, India

• Build an AI Music Generartor using state of the art deep learning techniques.

Jun 2018 – Jul 2018 · 1 mo · New Delhi Area, India

• Worked on implementing and optimizing clustering cross validation algorithms on Various datasets.

Jan 2018 – Jun 2018 · 5 mos · New Delhi Area, India

• Worked on Implementing object tracking Algorithms like Goturn and Mdp on imagenet and alov300++.