Badges
Certifications
Work Experience
Senior Data Scientist
Sony• December 2022 - Present
Data Scientist
HTC Global Sevices• April 2021 - December 2022
• Maintain and catalog, existing and newly created analytics models. Collaborate with data scientists, catalog and document newly created models. • Work on data pipelining of input data sources to enable prediction models to multiple regions and crops and automate data pipelining of input data to be used in prediction modeling and production activities. • Create necessary workflow structures to use in automated production environments, develop partnerships across regions, and contribute to expanding and improving the prediction models. • Collaborate with breeding partners across the globe to expand prediction models to new crops and pipelines. • Deploy analytics models into a production environment using Airflow DAG and manage analytics activities based on the harvest schedule. • Work with breeding/regional leads to manage and maintain analytics schedules and deliver required prediction reports on time. • Experience in creating docker leveraging existing Linux Containers in addition to creating docker from scratch. • Experience Apache airflow DAG, implement model flow, and deploy & test the automation in Airflow DAG.
Software Engineer(Data Science and AI)
Mindscape Computing Pvt Ltd• November 2019 - April 2021
● Data Visualization & Modeling:- Compiled pricing data for competitive analysis by performing web scraping in Python Supervised model development, testing & validation of 100+ financial products and services Created charts in Jupyter Notebook & Colaboratory notebook to perform preliminary analysis & visualize data using Matplotlib. ● Predictive Modeling & Algorithm:- Predicted stock price with good accuracy to enable the company to make informed investments Determining optimal pricing strategies to facilitate the management of funds & achieve revenue goals. Developed an algorithm to understand customer behavior leading to 95% success In targeted marketing campaigns. ● Clustering & Classification:- Conceptualized & implemented an image classification to classified the using Convolution Neural Network in Keras and Tensorflow. Conceptualized & implemented a sentiment analysis tool to rate the financial Competence of companies using machine Learning Or Deep Learning. Originated a recommendation engine to suggest an ideal cluster price for financial services offered by top companies.
Consultant
Value point system Pvt Ltd• February 2019 - October 2019
Data Preprocessing:- ● Use ETL Pipeline to extract data from a variety of data sources like RDBMS servers like Oracle. MS SQL servers, API. ● Perform EDA like Univariate, Bivariate, MultiVariate analysis to understand which variable or feature has more important for business problems. ● After Perform Exploratory data analysis, then data preprocessing, such as Data Cleaning, and Data Manipulation using python. Data Visualization & Modeling ● Data Visualization (Matplotlib, Seaborn). Then Apply the machine learning model on given Datasets. ● The last step is model selection, and implementation to achieve optimized business solutions. and Deployment. ● Predictive Modeling & Data Mining Built a predictive model to analyze customer food preferences leading to a 40% reduction in food wastage ● Employed advanced text mining algorithms to facilitate the identification of search intent latent in individual keywords
Education
Arya College Of Engineering & Information Technology
Information Technology, B.Tech• June 2017 - April 2020