Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
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ADARSH GUPTA

Pune,MH

Summary

Machine Learning Engineer with extensive hands-on experience in Python and a passion for data. Proficient in data manipulation and analysis using Excel, scikit-learn, and Matplotlib, with a strong focus on data visualization to drive informed decision-making. Enthusiastic about neural networks, deep learning, and NLP, and thrive in collaborative team environments to develop innovative solutions.

Overview

3
3
years of professional experience

Work History

Machine Learning Engineer

TIAA
07.2023 - Current
  • Developed a robust predictive model for incident detection with 70% accuracy, utilizing heterogeneous data from ServiceNow Change Requests
  • Generated high-dimensional Word2Vec embeddings from textual data and built a robust data pipeline to transform categorical, ordinal, and numerical features, along with embeddings
  • Fine-tuned the random forest model to identify optimal parameters for imbalanced data, enhancing model performance
  • Leveraged Natural Language Processing (NLP) methods for sentiment analysis, providing valuable insights to the CTOC team in support of Change Implementation
  • Developed a PySpark based in house solution to proactively identify the exceptions before report generation, which led to the replacement of the of the enterprise ETL tool (Data Stage) used for exception controls reducing cost to the company business

ML Intern

TalentServe
06.2022 - 07.2022
  • Maintained cutting-edge expertise in machine learning and artificial intelligence methodologies
  • Proactively engaged in ongoing research, professional development, and technical learning initiatives
  • Staying current with rapidly evolving technological advancements and emerging research paradigms in machine learning

Education

Bachelor of Technology - Machine Learning and Artificial Intelligence

UPES
Dehradun, UT
03-2023

Skills

  • Python
  • SQL
  • NLTK
  • BERT
  • Word2Vec
  • MySQL
  • PyTorch
  • PySpark
  • Snowflake
  • TensorFlow
  • Advanced Excel
  • AWS Services: S3, DMS, DAGs, CloudWatch, EC2, lambda, CLI

Accomplishments

- Awarded the Gold Award for developing the ML PRIME Model, which received approval from the US team for patent filing.


- Honored with the Silver Medal Award for automating the Data Reconciliation Task, enabling left shift in reconciliation tasks and transforming the process into a recognized game-changer.

Timeline

Machine Learning Engineer

TIAA
07.2023 - Current

ML Intern

TalentServe
06.2022 - 07.2022

Bachelor of Technology - Machine Learning and Artificial Intelligence

UPES

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ADARSH GUPTA