Aditya Kumaran Email & Phone Number

Atlanta, Georgia, United States

Exploring explainable AI in RL agents, assisting PhD student Pradyumna Tambwekar, advised by Dr. Matthew Gombolay (CORE-Robotics lab).

Divide-and-conquer algorithms, dynamic programming, graph algorithms, and NP-completeness.

Exploring explainable AI in RL agents, assisting PhD student Pradyumna Tambwekar, advised by Dr. Matthew Gombolay (CORE-Robotics lab).

Atlanta, Georgia, United States

As an analyst in Aladdin Data, architected Python service using Flask and SQL to streamline migration of Astra database management from legacy to Azure DevOps pipelines, to be used internally by over 8000 engineers in the org. Integrated polling and unit testing of functionality to meet coverage and development environment requirements. Analyzed anomaly detection ofreal-world data to identify production client outliers using One-class SVM model.

Atlanta, Georgia, United States

Rebuilt legacy JacketPages application, used for submission of monetary bills and resolutions for the entire Georgia Tech student body; identified inoptimal features to be reimplemented and coordinated tasking. Recruited and managed 5-member team of UG and graduate SWE developers. Worked with Directors to negotiate approval from Dean Stein to send survey emails to a student body listserv.

Used the Evolutionary Multi-objective Algorithm Design Engine to evaluate data sets using genetic algorithms and plot the pareto optimal individuals. Worked with both the Modules and NLP sub-teams, specifically on visualization of pareto indivduals and autopsy of MOGP results relative to BiDAF ML models on the SQuAD dataset respectively. Interfaced with HPC through the PACE supercomputer for faster evolutionary runs and collaborative simulations.

Palo Alto, California, United States

Curated an intent-fulfillment dataset of real user queries from the portals of four tenants as a part of a Search Evaluation project seeking to augment algorithm selection and intelligent named-entity recognition. Developed a casual NLP model based on HuggingFace transformers as an unsupervised recourse layer in the conversational pipeline used by all clients.

California, United States

Worked with the 5-member founding team of JuriAide and Youtopian management as a Conversational AI developer, creating NLP Q&A systems via AllenNLP to extract short answers from any provided context and question. Upskilled the management team of 8 regarding the latest developments in Conversational AI. Adding conversational elements to backend chatbot to create interactive customer interface.

Singapore, Singapore

Architected CI/CD pipelines for services using Atlassian Bitbucket, Maven repositories, and Liquibase. Leveraged Bash and PostgreSQL to modify databases with scripts and access remote environments through SSH. Streamlined commits and contributed to the organization's version control software. The implemented pipelines were used for every release of a patch, minor version, or major version of software was released by project teams specific to any service provided by the company.

Wrote and published fantasy novel, "The Promise of the Warrior", alongside co-author in February 2020 after four years of writing collaboratively. Read more about it at my writer's blog: https://promise472.wordpress.com/ You can even get a free preview of our work and check out both the E-Book and paperback versions on Amazon! https://www.amazon.com/Promise-Warrior-Aditya-Kumaran-Narayan-ebook/dp/B0855X8F69

Doha, Qatar

Analyzed SQL data using a custom Java script to interpret CSV spreadsheets; presented dashboards of data patterns. Identified recurring categories of deadweight loss; inferences and analysis were taken into account by superiors trying to optimize their organization's automobile rental and sales.

Doha, Qatar

Leveraged specialized Kali Linux toolkits for penetration testing on Windows and Linux systems. Explored vulnerabilities in machines' BIOS passwords, Syskey passwords, browser security, and PHP servers.

Master Of Science - Ms, Computer Science - Machine Learning, 4.0, Faculty Honours

Activities and Societies: SGA IT Board - Internal Tools Team Lead, Developer Student Club, India Club, Grey Hat Society of Cyber Security

Bachelor Of Science - Bs, Computer Science, 4.0, Faculty Honours

Activities and Societies: SGA IT Board - Internal Tools Team Lead, Developer Student Club, India Club, QuackHacks 2020 Hackathon (Winner).

High Honors Graduate, 4.0

Activities and Societies: National Honor Society, 2 years; English Second Language Club, President, 3 years; Tri-M Music Society; Varisty.