work Cerebrum Production LLM training and serving with Mixture-of-Refusals safety routing, FSDP/DDP, vLLM, and Kubernetes deployment. goDFS Decentralized content-addressable file storage in Go for streaming large files across distributed nodes. JurisQwen Qwen2.5-7B fine-tuned on Indian legal datasets with LoRA and 4-bit quantization, deployed on Modal. Raft3D Distributed 3D printer management using the Raft consensus algorithm for persistence without centralized databases. KASPER PDF malware detection with adversarial robustness. Published in Applied Soft Computing (Q1). Arcane ML Production-ready distributed ML training framework across SSH clusters, Modal Cloud GPUs, and local multi-GPU setups.