jelc53
Worked as a Senior Data Scientist for BCG Gamma. Currently studying a Masters of Science in Computational and Applied Mathematics at Stanford University.
Stanford University; BCG GammaSydney, Australia
Pinned Repositories
deepsolar
Extending Stanford's DeepSolar model to handle distribuition shifts (eg. satellite datasets from other countries)
exploits
Repository for computer and network security exploits and defences
lib-electrochem-model
Research with Prof. Simona Onori on stability and accuracy of different numerical schemes for Single Particle Model (SPM) of a lithium-ion battery
nlp-minibert
Paired back implementation of the Bidirectionary Encoder Representations from Transformers (BERT) model, with fine-tuning for downstream prediction tasks.
parallel
Introduction to parallel computing using MPI, openMP, and CUDA
rl-framework
Reinforcement Learning python framework designed by Ashwin Rao & Tikhon Jelvis
jelc53's Repositories
jelc53/rl-framework
Reinforcement Learning python framework designed by Ashwin Rao & Tikhon Jelvis
jelc53/lib-electrochem-model
Research with Prof. Simona Onori on stability and accuracy of different numerical schemes for Single Particle Model (SPM) of a lithium-ion battery
jelc53/deepsolar
Extending Stanford's DeepSolar model to handle distribuition shifts (eg. satellite datasets from other countries)
jelc53/exploits
Repository for computer and network security exploits and defences
jelc53/nlp-minibert
Paired back implementation of the Bidirectionary Encoder Representations from Transformers (BERT) model, with fine-tuning for downstream prediction tasks.
jelc53/parallel
Introduction to parallel computing using MPI, openMP, and CUDA
jelc53/whats-new-nextjs
[NextJS 13 + Vercel] Wiki for synopses of significant academic publications in the fields of optimisation, bayesian statistics, machine learning, deep learning, and cryptography
jelc53/advent-of-code
Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language
jelc53/conf-jelc
Configs and scripts for various software installations needed to setup os distributions
jelc53/cookiecutter-forecast-model
Cookiecutter model for forecasting using pipelines with tasks and schema for minimal data loader
jelc53/coqgym-gnn
Sequential formal proof solver using the coq assistant framework and a graph neural network for premise and technique embeddings.
jelc53/dev-ops-mmds
Repository with example colabs and code for managing large data pipelines
jelc53/go-sandbox
Repo for learning the go programming langauge (ref: "Tour of Go" https://go.dev/tour/welcome/1)
jelc53/hello-world
projects and general recreation
jelc53/lib-capacity-fade
For a given battery, predict discharge capacity curve until 80% nominal from data collected over first 100 cycles
jelc53/mcmc-sampling
Repo for programming exercises and projects from Wing Wong's Bayesian Statistics Course
jelc53/ollama-code-assist
Local GenAI chat and code assist using Ollama, Continue, and Open WebUI
jelc53/protocols
Repo for programming exercises and projects from Dan Boneh's Intro to Cryptography
jelc53/rmi-project
Investigating impact of clean energy policies on electricity prices passed on to households
jelc53/rust-sandbox
Learning "rust by example" using https://doc.rust-lang.org/stable/rust-by-example/index.html
jelc53/sktime
A unified framework for machine learning with time series
jelc53/StateEstimation.jl
Belief state estimation for Stanford's CS238/AA228 Decision Making Under Uncertainty
jelc53/vim-config
cookicutter vimrc file
jelc53/whats-new-js
[JS/CSS/HTML + Firebase] Wiki for synopses of significant academic publications in the fields of optimisation, bayesian statistics, machine learning, deep learning, and cryptography
jelc53/whats_new_flutter
[Flutter Framework] Wiki for synopses of significant academic publications in the fields of optimisation, bayesian statistics, machine learning, deep learning, and cryptography