beBee background
Home
>
Professionals
>
Technology / Internet
>
Bengaluru
Sharath M.K

Sharath M.K

Data Scientist
Bengaluru, Bengaluru Urban

Social


About Sharath M.K:

Data Scientist with strong math background and 2.10 years of industry experience in solving real world problems using state of the art techniques like predictive modelling, data processing, Machine Learning and Deep Learning. Core skills include extrapolating data and providing actionable insights aligned with business needs, predictive modeling and statistics

Experience

Service Request Duplicate Similarity Problem: 1) Business Problem: Find the Duplicate Service Requests for which solution was implemented and suggest the existing solution to future SRs with same context. 2) Tasks: Performed Extensive Data Analysis on large datasets and used advanced visualization tools like T-SNE. Identified and developed new features using advanced mathematical and programming skills for building predictive models. 3)Use-case: Reduced the Time taken, and Workload involved to resolve the SR’s. TEK Systems August 2018 – July 2019 ✓ Developed the end-to-end Frameworks through Enhancement requests from Customer using Agile SDK. Suggest the price of the items on Online Platforms (Supervised ML) 1) It is a Regression Problem. The goal is to suggest the price of the itemsfor online platforms (like Mercari, OLX) where sellers want to sell pre-owned products. 2) Performed Univariate Analysis, Used Sentiment score on Product Description, Historical price statistics as features. Used TF-IDF Vetorization and applied Log Transformation on Target Variable to reduce the effect of outliers. 3) Used the Ridge, SVR, Light GBM and Stacking Regressor. Finally Light GBM was used to build final model as RMSLE was lowest compared to other models. Store Sales Prediction (Time Series Regression) 1) It is Time Series based Regression Problem wherein we need to predict the daily sales of Store for next six weeks. Store Sales are influenced by many factors like weekends, festive seasons, promos, discounts etc., 2) Performed extensive EDA, Identifying/Converting the stationary of the Time series data using Statistical test, Removed Multicollinearity using techniques (like VIF), developed exhaustive feature set for predictive Models. The Final Model used was Random Forest Regressor. (Kaggle: 0.419) Customer Feedback Analysis: 1) Business Problem: To Retrieve and analyze the oracle customer’s quarterly fee backs and identify most occurring common problems faced by customers 2) Use-case: This significantly helped company to id

Education

Completed B.E in Computer Science

Professionals in the same Technology / Internet sector as Sharath M.K

Professionals from different sectors near Bengaluru, Bengaluru Urban

Other users who are called Sharath

Jobs near Bengaluru, Bengaluru Urban

  • Know-All-Edge

    Presales Lead

    Found in: Talent IN 2A C2 - 1 day ago


    Know-All-Edge Bengaluru, India

    Job Location - Dubai, UAE · Experience - 3-7 Years · Company profile: · Know-All-Edge is an Information Technology company founded in 2010. Providing solutions and services in Cyber Security, Infrastructure, Availability, Mobility, Cloud & Hybrid IT. We have domain knowledge, exp ...

  • Livspace

    Project Manager Bengaluru

    Found in: Appcast Linkedin IN C2 - 2 weeks ago


    Livspace Bengaluru, India ₹1,000,000 - ₹1,500,000 per year

    Hi, Connections · Livspace #hiringalert · About Livspace : · Livspace is Building the world's first end-to-end interior design platform out of India. We're India's top online home improvement & and interior destination for consumers and the world & first design automation platfor ...

  • Sprinklr

    Product Solution Manager

    Found in: Talent IN C2 - 2 days ago


    Sprinklr Bangalore, India Full time

    Description · Main Responsibilities: · Work directly with prospects and customers during sales cycles, to build confidence and excitement around the full functionality of the Sprinklr CCaaS Omnichannel and Contact Center Intelligence and Automation platform and integrations wi ...