Featured Projects
Life2Lang
Sequence-to-sequence protein language model bridging sequence understanding and generation.
PyTorch
Seq2Seq
Protein Language Models
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Eshmun-R1
Distilled a 1.3B-parameter teacher into a 400M-parameter student, then trained with SFT and GRPO (RLVR) against structural/functional reward models.
Knowledge Distillation
GRPO / RLVR
PyTorch
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UniprotKG
Structured UniProt into a queryable biomedical knowledge graph powering instruction-dataset construction for LLM fine-tuning.
Knowledge Graphs
ETL
LLM Fine-Tuning
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Nightwatch
Multi-model serving observability CLI in Python that manages LLM deployment and configuration through a unified API, replacing vLLM's full CLI option set.
Python
CLI
vLLM
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KCNG Explorer
Gradio app using a protein masked language model (ESM Cambrian) to score point mutations, cross-check against UniProt natural variants, and visualize structure for the KCNG (Kv6) potassium channel subfamily.
Protein Language Models
Gradio
Bioinformatics
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