Jul 2019 – Sep 2021 · 2 yrs 2 mos · Hyderabad Area, India

• Built web-based applications to facilitate the process of analysing & placing trades in the stock market.
• Created tools & automated the generation of reports for traders using in-house Python libraries.
• Migrated legacy projects built using Java, Spring & Maven frameworks.
• Developed these applications using JavaScript & React.js (frontend) & in-house Python libraries (backend).
• Enhanced features for & fixed existing bugs in various internal development frameworks & tools.

Jan 2019 – Jun 2019 · 5 mos · Singapore

• Applied Machine Learning & Deep Learning in the fields of Chemistry & Materials Sciences for materials discovery.
• Worked on collection & preparation of data to support the research project.
• Applied concepts of Knowledge Graphs & Graph Neural Networks to model molecular structures & compositions.
• Acquired sponsorship through a fellowship program Singapore International Pre-Graduate Award (SIPGA).
• Submitted a thesis report titled Advancements in Applied Machine Learning for Materials Discovery.

Aug 2018 – Dec 2018 · 4 mos · Singapore

• Developed a generic framework & visualization tools to interpret the results from a deep neural network.
• Extended Layer-wise Relevance Propagation & Deep Taylor Decomposition for modern state-of-the-art models.
• Introduced novel rules for Merge, Split & Batch Normalization layers to improve the interpretation results.
• Expanded the framework to work out-of-the-box for deep learning models based on the Keras package.

May 2018 – Jul 2018 · 2 mos · Hyderabad Area, India

• Worked on Risk Factor Adjusted P&L computational models using in-house Python libraries.
• Carried out Factor Analysis computations on daily P&L for different securities to calculate risk factors.
• Developed a computational model to adjust the daily risk for given security with respect to various risk factors.
• Developed a local and network-based caching system for fast data access and computation.
• Developed a single-page web-application to visualize the computation results using Highcharts and Matplotlib.

Jan 2018 – May 2018 · 4 mos · Goa, India

• Teaching Assistant (TA) for the course Data Structures and Algorithms
• Conducted labs for the course
• Prepared problems based on data structures and algorithms along with testcases
• Conducted tutorial sessions after the labs

Aug 2017 – Dec 2017 · 4 mos · Goa, India

• Teaching Assistant (TA) for the course Object Oriented Programming
• Conducted labs for the course

Jun 2017 – Aug 2017 · 2 mos · Paris Area, France

• - Developed a game for the Android platform, to educate the students, especially from the medical background to identify, diagnose and treat bacterial diseases.

Jun 2017 – Aug 2017 · 2 mos · Paris Area, France

• - Developed an interactive multi-platform game using Unity, titled "Acoustic Labyrinth", to educate medical professionals and technicians, to identify and recognize abnormal heart beat patterns and behaviors.

May 2016 – Jul 2016 · 2 mos · Ahmedabad Area, India

• Developed a What-You-See-What-You-Get (WYSWYG) Editor, customized for Indian-based Telecom companies such as Vodafone, Airtel, & BSNL.
• Facilitates the creation of business portals for Telecom companies, based on their requirements.
• Implemented easy Drag and Drop features, for easy usage, with no programming skills required.

May 2016 – Jul 2016 · 2 mos · Ahmedabad Area, India

• Developed a Call Routing Algorithm, for the use of localities in Ahmedabad, India.
• Devised a procedure to decode various metadata given a receiving incoming call, such as country of origin, precise locality, telecom network (if applicable) etc.