cs undergrad · currently exploring reinforcement learning
blogs · paper summaries · x
writing about things i understand, summarizing papers i like, and always happy to connect — pradheepraop [at] gmail [dot] com
cs undergrad · currently exploring reinforcement learning
blogs · paper summaries · x
writing about things i understand, summarizing papers i like, and always happy to connect — pradheepraop [at] gmail [dot] com
Energy-aware speculative decoding for EAGLE3 + SGLang, using GPU telemetry to find batch-specific configs that maximize throughput without thermal throttling.
Python 2
Plug-and-play PyTorch transformer research framework. Swap attention, FFN, norm, positional, connection, projection, optimizer, scheduler, loss, and dataset via Hydra config groups. Encoder-decoder…
Intelligent agent that converts natural language prompts into production-ready multi-file codebases with automatic dependency resolution, Docker validation, and iterative error correction.