Jan 2025 - present
AI dev - Joined
Linfield Labs
and trying to figure out how to use LLM + agentic
advancements in DevOps. Working on experimental Open Source
projects at the moment.
Aug 2023 - Jan 2025
Dev (Fullstack + python + ML) - After a
short break joined back again with
Labml.ai. Working on two
open-source projects:
Labml App to monitor
machine learning experiments in real-time through mobile
interfaces, and
Inspectus, a visualization
tool focused on large language models. Contributing to
nn.labml.ai (Repository of
Annotated ML Research paper implementations) when I can.
Currently getting closer to the ML side of things.
Inspectus Repo,
Labml Repo.
June 2023 - Present
UCSC undergrad - Took a break from work to
start university studies. Currently following the Computer
Science degree program in University of Colombo School of
Computing.
Dec 2022 - Apr 2023
iOS Dev - After the web app, we started an
iOS app,
PromptArt. Faced interesting challenges like handling a large number
of images in a memory-efficient manner and keeping stable
web socket connections while recovering failures.
Mar - Dec 2022
Fullstack Dev - Joined right after A
levels. First I started working on the front end of a web
app to find trending machine learning papers. Shortly after
I switched to work on something very similar to
platform.openai.com. Sort of a platform to inference LLMs and visualize
outputs.
Labml.ai experimented
with improving open-source LLMs (GPT Neox) with debugging
features and fine-tuning. Next, I worked on a web app for
Stable Diffusion inferencing.
Discounnted projects
