๐๐ฎ๐ญ๐จ๐ง๐ , ๐จ๐ฎ๐ซ ๐๐ฒ๐ฌ๐ญ๐๐ฆ ๐๐ง๐ญ๐๐ ๐ซ๐๐ญ๐ข๐จ๐ง ๐๐๐ง๐๐ ๐๐ซ, ๐ฌ๐ก๐๐ซ๐๐ ๐ก๐๐ซ ๐๐ฑ๐ฉ๐๐ซ๐ข๐๐ง๐๐ ๐ฐ๐ข๐ญ๐ก ๐๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐๐ง๐ญ ๐ฌ๐๐ญ๐ฎ๐ฉ ๐๐ง๐ ๐๐จ๐ฆ๐ฉ๐ฅ๐๐ฑ ๐๐ ๐ซ๐๐ฌ๐๐๐ซ๐๐ก ๐ฐ๐จ๐ซ๐ค๐๐ฅ๐จ๐ฐ๐ฌ:
"๐๐ฆ๐ต๐ต๐ช๐ฏ๐จ ๐ถ๐ฑ ๐ฆ๐ฏ๐ท๐ช๐ณ๐ฐ๐ฏ๐ฎ๐ฆ๐ฏ๐ต๐ด ๐ธ๐ข๐ด ๐ข๐ญ๐ธ๐ข๐บ๐ด ๐ต๐ช๐ฎ๐ฆ-๐ค๐ฐ๐ฏ๐ด๐ถ๐ฎ๐ช๐ฏ๐จ ๐ข๐ฏ๐ฅ ๐ง๐ณ๐ถ๐ด๐ต๐ณ๐ข๐ต๐ช๐ฏ๐จ. ๐ ๐ฐ๐ง๐ต๐ฆ๐ฏ ๐ด๐ฑ๐ฆ๐ฏ๐ต ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ณ๐ฆ๐ด๐ฐ๐ญ๐ท๐ช๐ฏ๐จ ๐ฅ๐ฆ๐ฑ๐ฆ๐ฏ๐ฅ๐ฆ๐ฏ๐ค๐บ ๐ค๐ฐ๐ฏ๐ง๐ญ๐ช๐ค๐ต๐ด, ๐ค๐ฐ๐ฏ๐ง๐ช๐จ๐ถ๐ณ๐ช๐ฏ๐จ ๐ฑ๐ข๐ค๐ฌ๐ข๐จ๐ฆ๐ด, ๐ข๐ฏ๐ฅ ๐ต๐ณ๐บ๐ช๐ฏ๐จ ๐ต๐ฐ ๐จ๐ฆ๐ต ๐ฑ๐ณ๐ฐ๐ซ๐ฆ๐ค๐ต๐ด ๐ต๐ฐ ๐ณ๐ถ๐ฏ ๐ฑ๐ณ๐ฐ๐ฑ๐ฆ๐ณ๐ญ๐บ. ๐๐ต ๐ด๐ญ๐ฐ๐ธ๐ด ๐ฅ๐ฐ๐ธ๐ฏ ๐ฎ๐บ ๐ข๐ค๐ต๐ถ๐ข๐ญ ๐ณ๐ฆ๐ด๐ฆ๐ข๐ณ๐ค๐ฉ ๐ธ๐ฐ๐ณ๐ฌ."
She also noted the difficulties in reproducing results from academic papers:
"๐๐ข๐ฏ๐บ ๐ณ๐ฆ๐ด๐ฆ๐ข๐ณ๐ค๐ฉ ๐ฑ๐ข๐ฑ๐ฆ๐ณ๐ด ๐ฅ๐ฐ๐ฏโ๐ต ๐ช๐ฏ๐ค๐ญ๐ถ๐ฅ๐ฆ ๐ฆ๐ฏ๐ฐ๐ถ๐จ๐ฉ ๐ช๐ฎ๐ฑ๐ญ๐ฆ๐ฎ๐ฆ๐ฏ๐ต๐ข๐ต๐ช๐ฐ๐ฏ ๐ฅ๐ฆ๐ต๐ข๐ช๐ญ. ๐๐ฆ๐ฑ๐ณ๐ฐ๐ฅ๐ถ๐ค๐ช๐ฏ๐จ ๐ต๐ฉ๐ฆ๐ฎ ๐ฎ๐ฆ๐ข๐ฏ๐ต ๐ด๐ฑ๐ฆ๐ฏ๐ฅ๐ช๐ฏ๐จ ๐ข ๐ญ๐ฐ๐ต ๐ฐ๐ง ๐ต๐ช๐ฎ๐ฆ ๐ณ๐ฆ๐ท๐ฆ๐ณ๐ด๐ฆ-๐ฆ๐ฏ๐จ๐ช๐ฏ๐ฆ๐ฆ๐ณ๐ช๐ฏ๐จ ๐ด๐ฆ๐ต๐ถ๐ฑ๐ด, ๐ธ๐ฉ๐ช๐ค๐ฉ ๐ฐ๐ง๐ต๐ฆ๐ฏ ๐ญ๐ฆ๐ฅ ๐ต๐ฐ ๐ช๐ฏ๐ค๐ฐ๐ฎ๐ฑ๐ญ๐ฆ๐ต๐ฆ ๐ฐ๐ณ ๐ถ๐ฏ๐ด๐ถ๐ค๐ค๐ฆ๐ด๐ด๐ง๐ถ๐ญ ๐ณ๐ฆ๐ด๐ถ๐ญ๐ต๐ด. ๐๐ฆ๐ฃ๐ถ๐จ๐จ๐ช๐ฏ๐จ ๐ณ๐ฆ๐ฎ๐ข๐ช๐ฏ๐ด ๐ข ๐ด๐ช๐จ๐ฏ๐ช๐ง๐ช๐ค๐ข๐ฏ๐ต ๐ค๐ฉ๐ข๐ญ๐ญ๐ฆ๐ฏ๐จ๐ฆ."
Yutong joined KeploreAI to address the inefficiencies in AI/ML research workflows. She aims to transform how researchers from various fields manage replication, environment setup, and experiment execution.
โ๐๐ฆ๐๐ช๐ญ๐ฐ๐ต ๐ข๐ถ๐ต๐ฐ๐ฎ๐ข๐ต๐ฆ๐ด ๐ฆ๐ฏ๐ท๐ช๐ณ๐ฐ๐ฏ๐ฎ๐ฆ๐ฏ๐ต ๐ด๐ฆ๐ต๐ถ๐ฑ, ๐ข๐ญ๐ญ๐ฐ๐ค๐ข๐ต๐ฆ๐ด ๐ฎ๐ฆ๐ฎ๐ฐ๐ณ๐บ ๐ข๐ฏ๐ฅ ๐๐๐ ๐ณ๐ฆ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ๐ด ๐ฆ๐ง๐ง๐ช๐ค๐ช๐ฆ๐ฏ๐ต๐ญ๐บ, ๐ข๐ฏ๐ฅ ๐ฆ๐ญ๐ช๐ฎ๐ช๐ฏ๐ข๐ต๐ฆ๐ด ๐จ๐ถ๐ฆ๐ด๐ด๐ธ๐ฐ๐ณ๐ฌ. ๐ ๐ค๐ข๐ฏ ๐ฏ๐ฐ๐ธ ๐ง๐ฐ๐ค๐ถ๐ด ๐ฆ๐ฏ๐ต๐ช๐ณ๐ฆ๐ญ๐บ ๐ฐ๐ฏ ๐ณ๐ฆ๐ด๐ฆ๐ข๐ณ๐ค๐ฉ ๐ณ๐ข๐ต๐ฉ๐ฆ๐ณ ๐ต๐ฉ๐ข๐ฏ ๐ณ๐ฆ๐ด๐ฐ๐ญ๐ท๐ช๐ฏ๐จ ๐ต๐ฆ๐ค๐ฉ๐ฏ๐ช๐ค๐ข๐ญ ๐ช๐ด๐ด๐ถ๐ฆ๐ด. ๐๐ฐ๐ณ๐ฆ๐ฐ๐ท๐ฆ๐ณ, ๐๐ฆ๐๐ช๐ญ๐ฐ๐ต ๐ช๐ด ๐ฅ๐ฆ๐ท๐ฆ๐ญ๐ฐ๐ฑ๐ช๐ฏ๐จ ๐ข๐ฏ ๐๐น๐ฑ๐ญ๐ฐ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ ๐๐ข๐ฃ, ๐ข ๐ง๐ฆ๐ข๐ต๐ถ๐ณ๐ฆ ๐ข๐ญ๐ญ๐ฐ๐ธ๐ช๐ฏ๐จ ๐ถ๐ด๐ฆ๐ณ๐ด ๐ต๐ฐ ๐ฃ๐ณ๐ฐ๐ธ๐ด๐ฆ ๐ข๐ค๐ข๐ฅ๐ฆ๐ฎ๐ช๐ค ๐ฑ๐ข๐ฑ๐ฆ๐ณ๐ด ๐ข๐ฏ๐ฅ ๐ณ๐ฆ๐ฑ๐ญ๐ช๐ค๐ข๐ต๐ฆ ๐ฆ๐น๐ฑ๐ฆ๐ณ๐ช๐ฎ๐ฆ๐ฏ๐ต๐ด ๐ช๐ฏ๐ด๐ต๐ข๐ฏ๐ต๐ญ๐บ. ๐๐ญ๐ญ ๐ฆ๐ฏ๐ท๐ช๐ณ๐ฐ๐ฏ๐ฎ๐ฆ๐ฏ๐ต๐ด ๐ข๐ณ๐ฆ ๐ฑ๐ณ๐ฆ-๐ค๐ฐ๐ฏ๐ง๐ช๐จ๐ถ๐ณ๐ฆ๐ฅ ๐ฃ๐บ ๐๐ ๐ข๐จ๐ฆ๐ฏ๐ต๐ด ๐ช๐ฏ ๐ค๐ฐ๐ญ๐ญ๐ข๐ฃ๐ฐ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ ๐ธ๐ช๐ต๐ฉ ๐ฐ๐ถ๐ณ ๐ต๐ฆ๐ข๐ฎ ๐ฐ๐ง ๐๐/๐๐ ๐ณ๐ฆ๐ด๐ฆ๐ข๐ณ๐ค๐ฉ๐ฆ๐ณ๐ด.โ
A free trial of KePilot will be available starting from July 30. If you currently have issues that need to be solved regarding your particular case, contact us for guidance.
We will explain how to save a significant amount of time for your research.
#MachineLearning #phdpositions #AI #ML #Research #researchsupport #AIResearch