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Lennard Ong

The Joyful Tinkerer

Lennard Ong

The Joyful Tinkerer

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-> About

-> Projects

-> Projects

Welcome to Lennard Ong's Notebook. Nowadays, you'll find thoughts on ML/DS⚡️ applied to practical everyday problems.

Previously, I engineered Building Information Systems🏗️ for the real-estate industry. In spare moments, you'll find me tinkering with hardware or generative art.

Look around and explore. If you're not sure if you should email me... then you probably should - I'm usually up for a chat

-> Projects


Engineering a ETA Engine for Multi-Door Deliveries

Engineering a ETA Engine for Multi-Door Deliveries

A pragmatic approach to route planning using Classifiers and EA Optimizers.
A pragmatic approach to route planning using Classifiers and EA Optimizers.
A pragmatic approach to route planning using Classifiers and EA Optimizers.
#SKLearn #GeneticOptimization #UX
#SKLearn #GeneticOptimization #UX
#SKLearn #GeneticOptimization #UX

Building an Article Summarizer for Enhancing Comprehension (1/2)

Building an Article Summarizer for Enhancing Comprehension (1/2)

An exploratory approach to article summarization that pairs knowledge graphs & large transformer models
An exploratory approach to article summarization that pairs knowledge graphs & large transformer models
An exploratory approach to article summarization that pairs knowledge graphs & large transformer models
#NLP #SpaCy
#NLP #SpaCy
#NLP #SpaCy

WaBOT: A Generative Wall-Drawing Robot

WaBOT: A Generative Wall-Drawing Robot

How can a line dance in space?
How can a line dance in space?
How can a line dance in space?
#Flocking #Robotics #DynamicProgramming
#Flocking #Robotics #DynamicProgramming
#Flocking #Robotics #DynamicProgramming

Prototyping Cloud Architecture for Estate Security System

Prototyping Cloud Architecture for Estate Security System

A decoupled cloud architecture using containerized Flask microservices, cloud storage and serverless functions with pub/sub..
A decoupled cloud architecture using containerized Flask microservices, cloud storage and serverless functions with pub/sub..
A decoupled cloud architecture using containerized Flask microservices, cloud storage and serverless functions with pub/sub..
#Docker #Serverless #GCP #Flask
#Docker #Serverless #GCP #Flask
#Docker #Serverless #GCP #Flask

Building an Article Summarizer for Enhancing Comprehension (2/2)

Building an Article Summarizer for Enhancing Comprehension (2/2)

Encoder-Decoder vs Decoder only architectures for word simplification and sentence generation.
Encoder-Decoder vs Decoder only architectures for word simplification and sentence generation.
Encoder-Decoder vs Decoder only architectures for word simplification and sentence generation.
#HuggingFace #T5, GPT, BERT #NeuralNetworks
#HuggingFace #T5, GPT, BERT #NeuralNetworks
#HuggingFace #T5, GPT, BERT #NeuralNetworks

Filement Forest: A Speculative Construction Robot

Filement Forest: A Speculative Construction Robot

What if we merged nature and architecture?
What if we merged nature and architecture?
What if we merged nature and architecture?
#DynamicSimulation #Hardware
#DynamicSimulation #Hardware
#DynamicSimulation #Hardware


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© 2023

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