Jul 2022 – Jun 2024 · 1 yr 11 mos · Hyderabad, Telangana, India

• Leveraging ML and AI to research, engineer and deploy scalable ML solutions that diagnose, predict and upkeep the health of a network infrastructure.

Jan 2022 – Jun 2022 · 5 mos · Bengaluru, Karnataka, India

• 1. Worked on addressing the cold start problem in product ranking systems.
• 2. Experimented with various transformer-based architectures like Tab-Transformer and FT-Transformer.
• 3. Designed and implemented a novel training methodology and model architecture to address the lack of historical data for new entities. The new system improved the performance of the model by 7%.

Jul 2021 – Dec 2021 · 5 mos

• 1. Using Machine learning and Program synthesis to make Large Language models like GPT-3, Codex to produce robust code.
• 2. Studied on training discriminators and adversarial agents to analyze generated code and treat bad code stubs.
• 3. Used CodeQL extensively to understand vulnerabilities in code and studied various program synthesis methods to fix them programmatically.

May 2021 – Jul 2021 · 2 mos

• 1. Designed, Implemented, and Shipped clipboard functionalities in Microsoft Project for Web, the project management solution by Microsoft. Worked primarily on React.js.
• 2. Users can now copy/paste the task details from their project to other platforms like Teams or Mail and collaborate seamlessly.

May 2020 – Jul 2020 · 2 mos · India

• 1. Delivered a tool that helps abstract training deep learning models for users.
• 2. NLP-based tasks can be easily performed without much background knowledge about transformers and their architecture.
• 3. The tool supports Multi-label classification and Regression tasks. On receiving the train, test, and dev datasets, the training is executed on the cloud and delivered back to the user in his database.

Jun 2019 – Oct 2019 · 4 mos · Goa

• 1. Producing alphas (trading signals) on Worldquant’s proprietary research platform.
• 2. Used technical, fundamental, and sentiment analysis.
• 3. Personally created 10 alphas that went under production. i.e. Were used by Worldquant in the
• live markets.
• 4. Winner, Alpha Quality Project - Was rewarded by Worldquant, LLC for delivering a highly robust
• and high return alpha

May 2019 – Mar 2020 · 10 mos · Goa, India

• Spearheaded a team of 30 people for organizing the finance and management events at Quark'20. Was responsible for designing the events, attracting incubators and startups. The events were host to more than 1000+ participants from various universities in India.

May 2019 – Jul 2019 · 2 mos · Ahmedabad Area, India

• 1. Developed a full-stack POC for implementing an E-challan system on a blockchain under 2
• months.
• 2. Aims at decreasing challan reporting times, and reducing corruption and fake challans.