engineer-researcher
Ashvanth.S
Notes from the edge of language and learning systems.
I work on questions around language and how models learn from different kinds of signals.
This site is where I keep technical writing and occasional reflections.I write when something feels fun enough to chase, so posts may arrive in bursts and then disappear for a while.

selected work
- Got selected in the Research Apprenticeship program worldwide at SEACrowd to work on knowledge distillation for multilingual models
- Behind Maya: Building a Multilingual Vision Language Model — accepted at CVPR 2025, VLM4ALL Workshop
- Maya: An Instruction Finetuned Multilingual Multimodal Model — a preprint around multilingual multimodal modeling
- Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures — preprint on over 140 languages commonsense reasoning benchmark.
timeline
2026 Research Apprentice at SEACrowd 2025-2026 Data Scientist 1 at Linarc
2024-2025 Machine Learning Intern at ClearFeed
2024 Machine Learning Intern at Pibit.ai (YC 21)
2023-2024 Research Intern at AI LAB, IIT Indore
2023-2024 Technical Writer at Segmind
2023 Research Intern at CKM VIGIL