Anto Francis

SupplyPulse dashboard showing forecast error, stockout reduction and a cost/service frontier

SupplyPulse

Data & Analytics
Machine Learning

Forecast weekly demand per SKU and plan reorders, with a simulation that tests the policy before it is used.

Oct 2026
PlatformPilot investigation trace for a crash-looping pod with a proposed fix awaiting approval

PlatformPilot

LLMs & RAG
Cloud & DevOps

An AI assistant that investigates Kubernetes alerts and proposes a fix for an engineer to approve.

Oct 2026
FieldKernels field view of a Helmholtz coil with field lines

FieldKernels

Systems & GPU

Compute the magnetic field of coil filaments on the GPU with Rust, validated against exact solutions.

Oct 2026
Validation report with held-out Poisson deviance and loss-ratio bootstrap intervals

Auto Insurance Claims Model Validation

Data & Analytics
Machine Learning

Price and validate claim frequency and severity models on 678,013 real motor policies.

Oct 2026

DiffSense

LLMs & RAG
Cloud & DevOps

An AI code reviewer that uses repository context to find bugs and generate tests.

Oct 2026

LabelAudit

Machine Learning
LLMs & RAG

Find training examples whose labels are probably wrong, with the evidence for each one.

Oct 2026

PayPlan

Full-Stack
Cloud & DevOps

Compare payment plans and try a sandbox checkout in an app hosted on AWS.

Oct 2026

ReleaseWatch

Full-Stack
Cloud & DevOps

A dashboard for tracking deployments, checking release health, and managing rollbacks.

Sep 2026

Research Paper RAG

LLMs & RAG
Full-Stack

Ask questions about research papers and get answers with source citations.

Sep 2026

Australian Public Toilets SQL Analytics

Data & Analytics

Explore 25,563 public toilets across Australia through SQL analysis and an interactive map.

Sep 2026

BetterRankings

Machine Learning
Data & Analytics

Evaluate ranking changes using logged data, validated against 27M impressions from an A/B test.

Aug 2026

AdsRank

Machine Learning
Systems & GPU

An ad ranking system that retrieves candidates and predicts clicks, served in C++.

Jun 2026

LiftLab

Machine Learning
Data & Analytics

Predict who an ad will persuade and compare the results with random targeting.

May 2026

DogArmor

Machine Learning
Full-Stack

Identify a dog’s breed from a photo and find gear that fits its estimated size.

May – Aug 2025
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