Jan 2023 – Jan 2024 · 1 yr · Bengaluru, Karnataka, India

Aug 2020 – Jan 2023 · 2 yrs 5 mos · Bengaluru, Karnataka, India

• Quantitative Strategist function for Global Mortgages Business

May 2019 – Jul 2019 · 2 mos · Bangalore

• Team: Ficcs Ion Strats Division: Securities
• 1. Responsible for outlining the machine learning-based bucketing strategy for distribution of securities to the servers in the risk engine
• 2. Conducted data regression analyses of the relationship between the financial features of the securities and its pricing computation time.
• 3. Introduced diagnostic tables, graphs and statistical tests to explain and inference various machine learning models
• 4. Improved the current risk engine runtime from the order of minutes to second by integrating the framework

Dec 2018 – Jan 2019 · 1 mo · Bengaluru, Karnataka, India

• Intern at MALL Lab
• Advised by: Prof. Partha Talukdar
• Collaboration: Shell Technology Centre Bengaluru
• 1. Devised a Multitask Crystal Convolutional Network for crystal embedding’s for the prediction of chemical properties of the materials.
• 2. Collaborated in the development of Reinforcement Learning method for predicting energy-efficient solid electrolyte

May 2018 – Jul 2018 · 2 mos · Bengaluru, Karnataka, India

• 1. Advanced the language generation model by improving the hypergraph construction of the semantic relational pairs using spaCy
• 2. Incorporated the context in the prediction of the next most plausible sentence by doing hierarchical topic modelling of the dialog history
• 3. Demonstrated the improvements by designing an evaluation metrics based on the contextual similarity between predictions and input

Mar 2017 – May 2018 · 1 yr 2 mos · Kharagpur I, India

• http://swarm-iitkgp.github.io/
• The software team is responsible for designing and implementing the algorithms and distributed intelligence to be used by the swarm robots for performing the task. They are also involved in simulating the algorithms and other operations for testing, verification and visualization purposes