Priyang TripathiPT
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Priyang Tripathi

@priyangtripathi

Senior Machine Learning Engineer with expertise in data-driven solutions.

India
Message

What I'm looking for

I am looking for a role that challenges me and allows for continuous learning, ideally in a collaborative environment focused on innovative machine learning applications.

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

MI
Current

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.

ZA

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.

BO

Data Science

Bosch

May 2018 - Jul 2018 (2 months)

Designed a Data Distillation Pipeline to preprocess raw data using NLTK, SpaCy, and FastText. Hosted a Flask server with HTML to display results from the Data Distillation Model.

Education

Degrees, certifications, and relevant coursework

GS

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 logoIK

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.

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Priyang Tripathi - Senior Machine Learning Engineer - Mechademy Incorporated | Himalayas