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@iterationlab (Thinking Machines) CMU SCS'17, MCS'17, SCS'22 (ML PhD)
AI is analyzing your overall score…
Identifying your key strengths…
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.