Priyang Tripathi
@priyangtripathi
Senior Machine Learning Engineer with expertise in data-driven solutions.
What I'm looking for
I am a Senior Machine Learning Engineer with a strong background in developing innovative data-driven solutions. Currently, I am fabricating an automated ML lifecycle package at Mechademy Incorporated, where I have successfully integrated exploratory data analysis, modeling, and logging for efficient data workflows. My work has significantly reduced training times by 70% through the use of parallel computing techniques with Ray and Dask.
Previously, as a Senior Data Scientist at Zype, I devised algorithms that improved loan adjudication processes and developed a fraud detection system that reduced underwriting costs by 20%. My experience spans various domains, including NLP, automated pipelines, and predictive modeling, where I have consistently achieved high accuracy rates in my projects. I am passionate about leveraging machine learning to drive business value and enhance user experiences.
Experience
Work history, roles, and key accomplishments
Senior Machine Learning Engineer
Mechademy Incorporated
Nov 2023 - Present (1 year 8 months)
Fabricated an automated ML lifecycle package, integrating EDA, modeling, and logging for data workflows. Used Ray and Dask for parallel computing, reducing training time by 70% and optimizing memory usage.
Senior Data Scientist
Zype
Jun 2022 - Oct 2023 (1 year 4 months)
Devised a salary detection algorithm to adjudge loan amount and due date, resulting in lower delinquency. Developed a phone number and employment authentication system, reducing underwriting costs by up to 20%.
Data Science Associate
ZS Associates
Aug 2020 - Jun 2022 (1 year 10 months)
Developed a pipeline leveraging NLP models to extract key-value pairs from Rate Loading documents, achieving 75% overall automation with 95% accuracy. Designed an AI framework for automated RFP responses, achieving 96% precision and 60% recall.
Data Science
Mystifly
May 2019 - Jul 2019 (2 months)
Developed a model with over 95% accuracy to optimize the Hit Rate, directly impacting the cost incurred. Used XGBoost and Random Forest for price shock predictions and deployed a RESTful API.
Education
Degrees, certifications, and relevant coursework
G.N. National Public School
Class XII, General Studies
Grade: 78%
Completed Class XII under the CBSE curriculum. Achieved a percentage of 78% in the final examinations.
Indian Institute of Technology, Kharagpur
Integrated M.Sc., Exploration Geophysics
Grade: 7.75/10
Activities and societies: Governor, Student Welfare Group; Captain, Case Study Team
Completed an Integrated Master of Science in Exploration Geophysics. Focused on a curriculum that combined scientific principles with practical applications in the field.
Availability
Location
Authorized to work in
Job categories
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