Years of experience: 0
āļø ITMachine Learningš§® EducationML EngineerTraderQuantitative Analyst
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Highly reliable; strong professional involvement.
Kritik's Career Path
Jan. 2022 -Apr. 2022
Persistent SystemsAcademic Intern
Mumbai, Maharashtra, Indiaā¢ Accelerated manual classification of cells in histopathological images, resulting in 80% increase in efficiency, by building Image Segmentation Models to detect and count different types of cells.
ā¢ Engineered pipeline to perform face-matching post-enhancement of government IDs and portrait photos using GANs.
ā¢ Enhanced accuracy by 15% and expedited preprocessing with 40% increase in speed ...
Aug. 2021 -Dec. 2021
AkzoNobelData Science Intern
Netherlandsā¢ Improved accuracy of model by 20%, as measured by its ability to classify colors based on reflection values, by implementing ensemble of Random Forest and Light Gradient Boosting Models using Scikit-Learn.
ā¢ Simplified color recipe-generating process by building Machine Learning models to generate color recipes using solid colors.
ā¢ Rationalized relating colors and toners by analyzing large...
Apr. 2020 -Jul. 2020
Kenmark ITan SolutionsJunior Data Science Associate
Mumbai Metropolitan Regionā¢ Led development of text-cleaning pipeline that reduced processing time by 40% to 7 seconds and expedited integration of data.
ā¢ Improved F1 Score by 30% using recurrent neural networks for sentiment analysis on Bert embeddings of cleaned comments.
ā¢ Conducted and facilitated knowledge transfer by hosting a tutoring session for 11 full-time staff members.