Summary
Overview
Work History
Education
Skills
Websites
Professional Development
Certification
Affiliations
Timeline
Hi, I’m

SURYANSH SONI

Atlanta,Georgia
SURYANSH SONI

Summary

Innovative and results-driven Data Scientist with 3+ years of experience in machine learning, data analysis, and software engineering. Proven expertise in developing scalable AI solutions and optimizing complex data workflows. Demonstrated success in leading projects that drive significant cost savings and efficiency improvements. Adept at leveraging cloud platforms, advanced statistical methods, and cutting-edge AI technologies to solve business challenges.

Overview

3
years of professional experience
1
Certification

Work History

Mckinsey and Company
Atlanta, Georgia

Data Scientist II
01.2024 - Current

Job overview

  • Developed a commercial-scale bunker optimization tool, saving over $50M annually in fuel costs and enhancing process efficiency by 2880%.
  • Led data analysis of 1.5M+ transcripts using Generative AI, improving telecom staffing resource efficiency by 60%.
  • Developed a RAG pipeline and automated transcript analysis, visualizing outputs via Power BI.
  • Improved fleet forecast generation efficiency by 350% using Kedro.

Mckinsey and Company
Atlanta, Georgia

Data Scientist I
07.2022 - 12.2023

Job overview

  • Secured a $500M client deal by leading an NER POC to commercial success, enhancing email information extraction by 200x.
  • Integrated LightGBM ML solutions into Kedro pipelines, optimizing data workflows by 50%.
  • Achieved 96% classification accuracy using BERT transformers for multilabel/multiclass classification.
  • Increased tagging process efficiency by 1500% with deep learning and NLP, clearing 6 years’ backlog.
  • Executed a GPT-4 POC for government budget document classification and knowledge graph creation.

Wright Media LLC
Oxford, Alabama

AI Software Engineer
07.2021 - 06.2022

Job overview

  • Designed a recommendation engine for websites, improving match relevancy in job ads by 72%.
  • Enhanced user engagement and personalization by 3x using a clickstream data-based recommendation engine.
  • Improved 'Truckr' app's UI and multimedia content delivery, increasing client engagement by 300%.
  • Integrated Algolia for optimized AI-driven search results.

Education

Harrisburg University of Science and Technology

Master of Science in Analytics & Computational Mathematics
06.2024

Samuel Gin college of engineering Auburn University

Bachelor of software engineering
01.2021

Skills

  • Languages: Python, SQL, R, TypeScript, Java, C
  • Data Science & Machine Learning: Machine Learning, Deep Learning, Reinforcement Learning, NLP, Data Analysis, Bayesian Statistics, Convex Optimization, Evolutionary Algorithms, Time Series Analysis
  • Technologies & Tools: Pandas, PySpark, Dask, Snowflake, Databricks, Kedro, Airflow, Kubeflow, Apache Kafka, MLflow, Streamlit, R-shiny
  • Cloud & DevOps: AWS, Sagemaker, Terraform, Docker, OpenStack, Ceph, Kolla-Ansible

Websites

Professional Development

  • AWS Certified Solutions Architect
  • AI Engineer Professional Certificate (IBM)

Certification

Certifications
  • AWS Certified Solutions Architect
  • AI Engineer Professional Certificate (IBM)

Affiliations

  • Cooking
  • Powerlifting
  • Judo
  • Badminton

Timeline

Data Scientist II

Mckinsey and Company
01.2024 - Current

Data Scientist I

Mckinsey and Company
07.2022 - 12.2023

AI Software Engineer

Wright Media LLC
07.2021 - 06.2022

Harrisburg University of Science and Technology

Master of Science in Analytics & Computational Mathematics

Samuel Gin college of engineering Auburn University

Bachelor of software engineering

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