Anand Subramanian Email & Phone Number

Singapore

Working on information extraction and question answering for client use cases using LLMs.

I write articles exploring how Large Language Models can be used for biomedical and clinical use cases.

Singapore

- Worked on a new benchmark suite for evaluating LLMs in the biomedical and clinical domain.- Had the opportunity to publish two papers.

Singapore

Worked on Large Language Model tooling and research for biomedical and clinical text.

Singapore

- Advised by Prof. Stefan Winkler at NUS, as part of my Master's project in my final semester.- Worked on analyzing the domain adaptation capabilities of LLMs for the biomedical and clinical domain, and on testing the clinical knowledge encoded by open-source LLMs. - Developed a benchmark to analyze clinical knowledge of LLMs through Question Answering.

India

Worked with the Nemo Team on building a data-driven approach to scenario extraction from drive data. Developed a novel multi-task learning approach for self-supervised representation learning from time-series data.

India

- Developed deep-learning based NLP models with robustness to OCR errors for clinical section parsing. Implemented a weakly-supervised labelling method for training the models with minimal annotation cost. Accepted for publication at the CODS-COMAD 2023 conference.

- Implemented novel machine learning and deep-learning models for Negated Clinical Information Identification and Punctuation Restoration in healthcare data. - Developed systems for performing computer-assisted medical coding. Built a generic pipeline for extracting clinical drug related information from healthcare data.- Secured first position in the.

- Built AI-powered systems for clinical data mining. Developed modules that combined Named Entity Recognition Parsers with heuristic rules for extracting significant clinical information from healthcare data.- Participated in various shared tasks and workshops. Published a paper at the Endoscopic Artifact Detection (EAD-2020) shared task held as part of.

Chennai, Tamil Nadu, India

- Implemented modules in Scala and Python for statistical analyses on text corpora and for text and xml cleaning.- Built web-scrapping tools using Python and Selenium.

Master Of Computing, Computer Science

GPA: 4.55/5 (Project Track) Dean's List for 1st Semester (2023-24)

Bachelor Of Engineering - Be, Electronics And Communications Engineering

Activities and Societies: Head of the Model United Nations and Debating Society at SSN (2018-19) - Served as the Secretary General of.

High School