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I’m Asher, a first-year student at Stevens Institute of Technology. I truly believe that if whatever I build isn’t for others, there is no point in building it at all.
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Some of my research interests are LLM optimization, multilingual NLP, Embodied AI, and mechanistic interpretability.
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Research
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Innovation-Gated Representations: Learning Physical State from Unreliable Sensing (2026)
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Preprint · under review -
SentinelQA: Task-Level Routing and Output Verification for Multilingual Instruction Following (2026)
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Proceedings of the Eleventh Conference on Machine Translation
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Datasets
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Edo Monolingual Corpus: The first scraped repository of non-biblical Edo text, with over 12,000 records.
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ẸdoQA: A Question-Answering Dataset for Ẹdo (2026)
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Accepted to the MRL shared task at the 2026 Conference on Empirical Methods in Natural Language Processing
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Awards & contributions
- Congressional App Challenge, 2025
District: MA-06 - Abbot Academy Fund, 2025
Awarded $1,000 to fund a recurring AI student community hackathon.