@iterationlab (Thinking Machines) CMU SCS'17, MCS'17, SCS'22 (ML PhD)
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
deq-flow
March 28, 2022 – August 9, 2022
[CVPR 2022] Deep Equilibrium Optical Flow Estimation
View ProjectImpSq
October 26, 2021 – November 24, 2021
Implicit^2: Implicit model for implicit neural representations
View ProjectJIIO-DEQ
October 26, 2021 – November 25, 2021
Efficient joint input optimization and inference with DEQ
View Projectshine
March 18, 2021 – May 5, 2022
Code for the DEQ experiments of the ICLR 2022 spotlight "SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models"
View ProjectMultimodal-Transformer
June 1, 2019 – September 12, 2022
[ACL'19] [PyTorch] Multimodal Transformer
View Projecttrellisnet
October 15, 2018 – August 20, 2019
[ICLR'19] Trellis Networks for Sequence Modeling
View ProjectTCN
March 2, 2018 – March 28, 2022
Sequence modeling benchmarks and temporal convolutional networks
View ProjectAirbnbWeb-with-Paxos
December 19, 2015 – December 19, 2015
This is a Paxos algorithm based online reservation system simulation. A webapp built using Go (server side) and Javascript.
View ProjectCultural Fit Analysis
The candidate's project history is heavily skewed towards deep learning research and backend/system-level development, primarily in Python. There is limited evidence of frontend-specific projects or skills (only 'Javascript' mentioned in one project description, but not listed in technologies for that project). This indicates a significant mismatch with the 'Frontend Developer' target role, suggesting a low cultural fit for a dedicated frontend position.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. Psychometric test scores are 0, indicating no completed assessment.