Vinayak Shanker K

Kozhikode

Summary

Results-driven Data Scientist at Intellect Design Arena, adept in Python programming and machine learning. Spearheaded the development of predictive and extraction models that enhanced decision-making and optimized performance. Collaborated with cross-functional teams to deliver impactful insights through polished visualizations, demonstrating strong problem-solving skills and a commitment to data-driven excellence.

Overview

years of professional experience

Certification

Work History

Data Scientist

Intellect Design Arena

06.2023 - Current

Created customized applications to make critical predictions, extract values,automate reasoning and decisions and calculate optimization algorithms.
Devised and deployed predictive models using machine learning algorithms to drive business decisions.
Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling.
Developed polished visualizations to share results of data analyses.
Prototyped machine learning applications and quickly determined application viability.
Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models.

Education

Bachelor of Science - Computer Science

Amrita School of Engineeing

Kollam, India

05-2023

Skills

Python programming
Machine learning
Deep learning
Performance optimization

Data preprocessing and cleaning
Complex Problem-solving
Scientific research support
API integration

Accomplishments

Engineering Placement Prediction:Placement prediction system is a system which predicts the placement status of final year B-Techstudents. For data analysis and prediction diferent machine learning algorithms are used in the python environment. We used SVM, Logistic Regression, KNN Algorithms.
Car Number Plate Detection: A technique which recognizes the license plates by use of image processing.
Customer Segmentation :Thepracticeofdividingacompany’scustomersintogroupsofindividualsthataresimilarinspecificwaysrelevanttomarketingsuch as age, gender, interests, and spending habits. Used Clustering algorithm.

Certification

Microsoft Certified: Azure Data Scientist Training
Cousera : Generative AI Language Modeling with Transformers

Languages

English

Advanced (C1)

Hindi

Elementary (A2)

Tamil