
What Does
Research Say
Built ingestion, hybrid retrieval, research jobs and a React reading interface around 1,150 papers. Explore nine public examples; fresh generation runs locally.
SOFTWARE ENGINEER / APPLIED AI
I build practical AI applications, with a background in healthcare reporting and web applications at Oracle Cerner.
Open to software engineering and applied AI roles
Unrestricted work rights in AustraliaTemporary Graduate visa (subclass 485)
Master of AI & Machine LearningAdelaide University · Completed 2026
CURRENTLY BUILDINGWhat Does Research SayResearch retrieval & grounded answersSoftware Engineering
Oracle Cerner · Flexera
research papers indexed
Ingestion · retrieval · source checks
longitudinal threads
NLP modelling · manual validation
01 / Projects
Recent projects at the intersection of software, research and the people using them.

Built ingestion, hybrid retrieval, research jobs and a React reading interface around 1,150 papers. Explore nine public examples; fresh generation runs locally.
Research / Python / NLP
Built an NLP pipeline for 4,428 threads and showed that automated sentiment labels were a weak proxy for recovery in a 60-thread validation study.
02 / Professional experience
From healthcare reporting to the interfaces people use every day.
Healthcare software

Software Engineer I
I worked across the reporting stack, from CCL queries and scheduled jobs to the PowerChart interface, supporting clinical and financial workflows in Millennium, Revenue Cycle Management and RevWorks.
Enterprise applications
Associate Software Engineer
I contributed across Java application development, day-to-day product improvements and deployment support.
Internship

Mobile Application Developer Intern
An internship combining cross-platform prototyping with contributions to a live retail application.
03 / About & background
Games got me interested in computers. Building things kept me there.
My path has taken me from Information Science Engineering in Bengaluru to healthcare software at Oracle Cerner, and then to a master’s in Artificial Intelligence and Machine Learning in Adelaide.
My research made me more interested in the assumptions behind a model: where the data came from, how labels were created, and whether a useful-looking score tells the whole story.
I’ve played right back for Uni Whites since 2025. Away from work, I enjoy games, music and the company of dogs.


Adelaide University · 2024–August 2026
Completed · Final GPA: 6.231 / 7.0

B.M.S. College of Engineering · 2015–2019
Grade: Distinction · GPA 7.92 / 10.0
04 / Toolbox
From healthcare reporting to applied AI.
PythonSQLJavaTypeScriptJavaScriptC++CCLpandasNumPySQLite
ReactFastAPIViteSpring BootHTMLCSS
RAGOllamascikit-learnXGBoostPyTorchTensorFlowHugging Face TransformersNLTK
GitGitHubJupyterColabKaggleMatplotlibJiraVisual Studio Code
Methods Hybrid retrieval · Classification and regression · TF-IDF and transformer embeddings · Sentiment analysis · Reinforcement learning · Deep Learning · Federated Learning
Healthcare IT EMR / EHR · Revenue Cycle · Discern Visual Developer · PowerChart · Millennium · HIPAA
LEADERSHIP & COMMUNITY
2026–PRESENT
I lead the visual presentation and digital communications for Adelaide University Soccer Club White, a community of 107 members.
2025
Progressed through four leadership roles, supporting events, association operations and membership for a community of more than 700 students.
05 / Contact
Open to software engineering and applied AI roles.