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Coffee. Code. Repeat
Machine Learning Engineer | ML, DL, LLMs & Cloud
- Colombo, Sri Lanka
- in/davesperera
- daveshenal
Highlights
- Pro
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Imitation-Initialized-PPO
Imitation-Initialized-PPO PublicLane-Keeping with Hybrid Imitation and Reinforcement Learning (PPO). CNN for feature extraction via imitation learning and PPO for reinforcement learning.
Jupyter Notebook
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outpost
outpost PublicSelf hosted AI workstation: a native desktop app that runs language models on your own hardware, answers questions about your own documents, and never sends a byte outside your machine.
JavaScript
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eduflow
eduflow PublicCurriculum-aware RAG system that generates coherent multi-session educational content using a Sequential Dependency Graph for structured planning, retrieval, and pedagogical progression.
Jupyter Notebook
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