Aniket Kumar

AI Researcher

Meerut, Uttar Pradesh, India2 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Proven expertise in developing machine learning models.
  • Experience with global market scaling and optimization.
  • Strong academic background in Mathematics and Scientific Computing.
Stackforce AI infers this person is a Machine Learning Specialist with a focus on SaaS applications.

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Skills

Core Skills

Machine LearningData Mining

Other Skills

Cross-lingual Language Bert Model ArchitectureSCOPEXLM-R architectureBert architectureXGBoost ensemble modelR (Programming Language)Data ModelingPyTorchC (Programming Language)C++Python (Programming Language)

Experience

Worldquant

2 roles

Senior Quantitative Researcher

Jul 2024Present · 1 yr 8 mos · On-site

Quantitative Researcher

Jul 2023Jul 2024 · 1 yr · On-site

Microsoft

Data and Applied Scientist Intern

May 2022Jul 2022 · 2 mos · Banglore

  • Developed a query relevance model using Cross-lingual Language Bert Model Architecture.
  • Employed SCOPE to prepare data for training the models.
  • Built a query relevance model using the XLM-R architecture, which predicts the relevance of an advertisement
  • concerning the user query.
  • Utilised 80% of the training data to build several relevance and coherence models using the Bert architecture
  • Applied features from these models on 20% of training data to train the XGBoost ensemble model to predict the
  • relevancy of an advertisement.
  • Determined best features from the trained models and then further improved the scores by using 100% training
  • data for training the selected models.
  • Scaled the model to work on global markets consisting of about 40 regions worldwide.
  • Achieved remarkable gains up to 1.01% in roc-auc score in Global markets with ensemble modeling.
  • This work will further improve the current relevance model in Bing-ads, which will then be used in production.
Cross-lingual Language Bert Model ArchitectureSCOPEXLM-R architectureBert architectureXGBoost ensemble modelMachine Learning+1

Education

Indian Institute of Technology, Kanpur

Bachelor of Science - BS — Mathematics and Scientific Computing

Jul 2019Jul 2023

Kendriya Vidyalaya Punjab Lines, Meerut

High School Diploma

Sep 2012May 2018

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