Name: Shanun Randev

Job Role: Senior Data Scientist

Experience: 3 Years 6 Months

Address: Washington DC, USA

Skills

PYTHON 95%
SQL 85%
COMPUTER VISION 90%
STATISTICAL MODELING 85%
MACHINE LEARNING 90%

About

About Me

With over 4 years of comprehensive experience in the field of data science & analytics, accompanied by a bachelor's degree in electronics and communication engineering and currently pursuing a master's degree in data science. Proficient in data analysis, statistical analysis, hypothesis testing, customer behaviour analysis, & machine learning. Demonstrated success in leading impactful projects.

  • Profile: Data Science & Analytics
  • Domain: Data Analytics, Computer Vision, NLP & Generative AI
  • Education: Master of Data Science
  • Programming: Python, R, SQL, MATLAB, C/C++, JavaScript
  • BI Tools: Microsoft Power BI, Looker & Tableau
  • Cloud / Data Platforms: AWS(Lambda, SageMaker), GCP, Azure, Apache Spark & Git

0 +   Projects completed

LinkedIn

Resume

Resume

Seasoned Senior Data Scientist with 4 years of experience driving business strategies through data-driven insights. Proven expertise in Data Science, Statistical Modeling, Deep learning algorithms and project management.

Experience


July, 2021-Aug, 2023

Data Scientist

O9 Solutions, inc.

O9 Solutions is an AI powered platform company that helps enterprises transform their integrated business planning and decision-making processes.

  • Enhanced demand forecasting ML models using Bayesian Optimization, improving accuracy by 19% for a key client in paint industry through rigorous data wrangling, feature engineering and model monitoring.
  • Led collaborative efforts with a multidisciplinary team of 10 data scientists and ML engineers, reducing value leakage by 27% in a fortune 500 CPG client resulting in over $10M in savings.
  • Performed quality assurance checks on data, resolving dependencies to ensure accuracy and integrity. Developed reports using Tableau to convey key insights to stakeholders.

January, 2021-June, 2021

Data Scientist

CrossML Pvt Ltd.

CrossML is a data-driven AI solutions company with 100+ solutions delivered in GenAI, ML and Digtial transformation.

  • Streamlined data processing by mitigating from traditional ETL to Spark pipelines, cutting execution time by 16% for large datasets.
  • Facilitated weekly client feedback sessions, boosting sprint efficiency by 30% through process updates and job scheduling.

January, 2020-December, 2020

Data Scientist

IESL Pvt Ltd.

IESL is a data-driven company developing intelligent management platforms to boost digital client engagement.

  • Conducted statistical analysis on patient health datasets, specializing in EMR data to identify patterns and trends for disease risk stratification leading to a 9% improvement in F1 score.
  • Presented data findings to stakeholders, ensuring complex data insights are Communicated to non technical audiences.



Education


2023-2025

MS, Data Science

George Washington University

GPA: 3.8

2016-2020

BE, Electronics and Communication

Guru Gobind Singh Indraprastha University

Grade: First class distinction.

Projects

Projects

Below are my projects involving Data Science, Deep Learning and Data Analytics.

Handling Multi Label Image classification using MLSMOTE

Handled imbalance in a multi label image classification problem using MLSMOTE, elevating the accuracy by 250% from the base model.

Bundesliga Video analytics

Performed Object detection event forecasting using an ensemble of YOLO and residual networks.

Prosumer Energy Imbalance Analysis

Designed an automated dashboard analyzing energy consumption and production patterns of people in Estonia, resolving energy imbalances.


Docubot- NLP and Generative AI

Built a pdf converser using 2 different configurations(With and Without langchain).

Liver tumor segmentation from MRI scans

Developed a DL model using UNET and 3d convnets & to segment tumor from the MRI scan using 3D convnets on nib data files.

0 Achievements
0 Projects
0 Cups of coffee

More projects on Github

I love to solve complex business problems & using ML and Gen AI


GitHub

Contact

Contact Me

Below are the details to reach out to me!

Address

Washington DC, USA

Contact Number

571.604.2023

Email Address

shanun.randev@gwu.edu

Download Resume

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