Anto Francis
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Categories
All (9)
aws (1)
c++ (1)
causal-inference (2)
ci-cd (2)
code-review (1)
computer-vision (1)
data-analysis (1)
fastapi (2)
full-stack (2)
llm (2)
machine-learning (2)
postgresql (1)
python (4)
pytorch (3)
rag (1)
ranking (2)
react (2)
sql (2)
typescript (1)

Anto Francis

DiffSense

llm
code-review
typescript
ci-cd

An AI code reviewer that pulls in repository context before it comments on a diff, with auto-generated Playwright regression tests.

Oct 2026
1 min

PayPlan

full-stack
fastapi
react
aws

A payment-plan simulator with idempotent sandbox checkout, deployed on AWS with monitoring.

Oct 2026
1 min

ReleaseWatch

full-stack
ci-cd
react
postgresql

A deployment dashboard that ingests CI webhooks, verifies release health with a background worker, and tracks rollbacks.

Sep 2026
1 min
 

Research Paper RAG

rag
llm
fastapi
python

A hybrid retrieval pipeline for question answering over research papers, with citations and an automated evaluation suite.

Sep 2026
1 min
 

Australian Public Toilets SQL Analytics

sql
data-analysis
python

SQL analytics over the National Public Toilet Map: 14 queries run as a CI check, plus an interactive filterable map of all 25,563 toilets.

Sep 2026
1 min

BetterRankings

ranking
causal-inference
python
sql

Off-policy evaluation of ranking policies from logged data alone, validated against 27M real impressions from a live A/B test.

Aug 2026
1 min

AdsRank

ranking
pytorch
c++
machine-learning

A three-stage CTR ranking system on Criteo: two-tower + FAISS retrieval, DeepFM ranking, and ONNX Runtime serving in C++.

Jun 2026
1 min

LiftLab

causal-inference
pytorch
machine-learning

An uplift model that predicts who an ad will actually persuade, compared against a two-model baseline and random targeting.

May 2026
1 min

DogArmor

computer-vision
pytorch
python

Identify a dog’s breed from one photo, estimate its measurements, and recommend a harness, collar and leash that fit.

Aug 2025
1 min
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