- 🍏 Co-Founder at Anterion
- 💡 Conducting Research into Novel ML Methods (Speech, CV, NLP, Game-Playing, etc.)
- 🔧 Improving Real-World Deployment Efficiency of ML Methods
- 🎮 League of Legends Reinforcement Learning Discord
| Novel/Inspired Approaches & Paper Re-Implementations | BSc/MEng Computer Science | ||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
|
📈 Stats
My Github Stats
All Projects
# 📝 Blog- Projects Blog Explanation of Personal Projects
- ResNet Residual connection-based image recognition network
- Vision Transformer (ViT) Transformer-based image recognition network
- Dall-E (Loosely Inspired) Text-to-image generation model
- PhoneLM (VALL-E, MegaByte Inspired) Text-to-speech generation model
- MEng-Team-Project Full-Stack and Microservice for Traffic Scraping and Analysis
- MEng-Team-Project/Web Full-Stack (ReactJS / ExpressJS)
- MEng-Team-Project/ML Microservice (Flask with TensorRT'd YOLOv8 / StrongSORT)
- OpenAI Whisper - CPU Application of PyTorch Dynamic Quantization for CPU deployment to OpenAI Whisper model with benchmarks
- DeepSpeech2 LJSpeech and sEMG Silent Speech classification
- sEMG Silent Speech - Speech Recognition State-of-the-art (SOTA) approach for sEMG silent speech ASR which builds on the SOTA transduction model for silent speech
- kara-one-transduction Experiments demonstrating feasibility of synthesizing speech from EEG signals during stimuli, vocal and imagined conditions. Applying SOTA sEMG Silent Speech synthesis methods to EEG signals is viable.
- eeg-stimuli Experiments on the Brennan 2019 EEG Stimuli dataset validating and improving on results from Decoding speech from non-invasive brain recordings
- TLoL-RL League of Legends Season 13 RL Module to Train Agents to Play League of Legends
- TLoL League of Legends S11 Replay Datasets and Analysis
- TLoL-Py League of Legends S11 and S12 Game Playing and Analysis Module
- TLoL-Scraper League of Legends S12 Replay Extractor and Dataset Generator
- PyLoL League of Legends v4.20 Reinforcement Learning Module
- LeagueSandbox-RL-Learning League of Legends v4.20 Server Emulator (Adapted for RL)
- LoLGym League of Legends v4.20 OpenAI Gym Environment
- LoLRLE League of Legends RL algorithms (PPO)
- Expo App Universal app which works with the mobile version of Cookie Clicker
- Mobile-Friendly Site Mobile friendly version of the Cookie Clicker website
- all-time-bangers Lets discord users vote on songs to add to a mega playlist by reacting to them with a 🐐 emoji
- Time Analysis Analyse Google Calendar events
- Rhythm Bot Clone
- Unix Clone Unix Clone Written for x86 (Based on xv6 and online tutorials)
- UoP: Bus App University of Portsmouth: Bus App
- Socket.IO Rock-Paper-Scissors
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent