Aaksha Meghawat
Founder at Kashikoi, ex-Apple & Moveworks ML Engineer, CMU alumna
Network
Summary
Work
Education
Writing
Skill Trees for Hierarchical Learning
September 25, 2025Investigation into using Mujoco to study RL algorithms, specifically skill trees for hierarchical learning.
Agentic Design Patterns, A Survey
June 15, 2024A survey and talk on 'Agentic' design patterns, presented as slides.
The Future of Work, Techsparks 2020 Interview
May 15, 2024An interview discussing the future of work, gender discrimination, productivity, and representation of women in technology, as part of Techsparks 2020.
A Discriminative Entity-Aware Language Model for Virtual Assistants
January 1, 2021A research paper presented at Interspeech 2021, exploring discriminative entity-aware language models for virtual assistants. This innovation was nominated for a Best Paper Award.
Select-additive learning: Improving generalization in multimodal sentiment analysis
January 1, 2017A research paper published in the 2017 IEEE International Conference on Multimedia and Expo (ICME), focusing on improving generalization in multimodal sentiment analysis.
Select-additive learning: Improving cross-individual generalization in multimodal sentiment analysis
January 1, 2016An arXiv preprint from 2016 exploring improving cross-individual generalization in multimodal sentiment analysis.
3 years of Swimming. In Data.
A reflection on her experiences in data science, emphasizing the collaborative effort in building useful data science solutions.