welcome to
my little corner
of the internet.
hey, i'm Sherine. i turn ambitious AI ideas into production systems that actually matter — and then go home and get lost in a good fiction book (non-fiction when life tells me to). this is where both worlds live.
what i'm into
turns out there's a whole life happening outside the terminal window.
nutrition
i read nutrition research like other people read thrillers. macros, gut health, meal timing — if it's food science, i'm in.
fitness
movement is non-negotiable. working out keeps my brain working. i take this as seriously as my sprint deadlines.
automating everything
if i have to do something twice, i'll write a script. life's too short for repetitive tasks. this is not a hobby, it's a lifestyle.
watching series
good writing, unexpected plots, morally complex characters — yes please. i binge thoughtfully (i tell myself).
reading books
fiction first, always. non-fiction when life tells me to. always have a book on the go, always will. ask me for a rec, i dare you.
writing
blogging before it was cool (and definitely before LLMs made everyone a content creator). i write about AI, life, and whatever's been living rent-free in my head. see below 👇
what i actually do all day
AI & data science manager. i take big ideas and make them real, reliable, and useful.
generative AI systems
RAG pipelines, agentic workflows, multi-modal models — i build the things that make organisations go "wait, AI can actually do THAT?"
computer vision
from 3D LIDAR point clouds on construction sites to muzzle biometrics on cattle. if a camera can see it, i've probably built a model around it.
AI strategy & architecture
turning "we want to do AI" into an actual roadmap with KPIs, governance, and teams that know what they're doing. the human side is harder than the technical side. always.
robotics & autonomous systems
sensor fusion, simulation, ROS, autonomous vehicle safety — where i started. still the part of my brain that gets weirdly excited about LIDARs.
MLOps & governance
deploying models is the easy part. keeping them accurate, monitored, fair, and compliant six months later — THAT's the hard part. i love the hard part.
conversational AI
chatbots, NLP pipelines, evaluation with RAGAS and DeepEval. shipped on WhatsApp, enterprise portals, and everything in between.
ideas that made it to print
two published papers. one about robots. one about autonomous cars. both deeply nerdy. i'm proud of them.
Towards the Development of a Robotic Tower Crane System
building a robotic crane for singapore's HDB — LIDAR, point clouds, sensor fusion, and a fleet of trucks talking to each other via REST APIs. presented at the 16th International Conference on Control, Automation, Robotics and Vision.
Simulation-Based Safety Assessment of Autonomous Vehicles
how do you test if a self-driving car is safe before it meets an actual road? you build very elaborate simulations. done in partnership with NTU's Centre for Testing and Research of Autonomous Vehicles.
my blog(s) ✍️
A Python App to Learn a New Word Everyday
because why manually look up vocabulary when you can automate it? a little project that does exactly what it says on the tin.
I Built a Tool to Help Me Decide When to Invest Using Warren Buffett's Principles and Real-Time Data
combining value investing wisdom with live market data — because even buffett-style discipline deserves a technical upgrade.
The Bridgerton Season 3 Storyline
i read the books so you don't have to — but also so you absolutely will. spoilers included, zero apologies given.
The Seldom Explored Southern Islands of Singapore
turquoise beaches, tortoise legends, and island hopping tips — all within Singapore. written during my NTU days when i wasn't building robots.
let's talk. ☕
whether you want to geek out about AI, swap book recommendations, debate nutrition, or just say hey — my inbox is open. no cold pitches please. warm humans only.