Krunal Devkar

Krunal Devkar

Data scientist @ SOFTFLIX TECHNOLOGY PRIVATE LIMITED

Pune, IN • Joined Jul 2023


About

A skilled individual seeking a challenging role to utilize expertise in problem-solving and ownership. Proficient in data cleaning, mapping, preprocessing, analysis, and visualization. Committed to continuous learning and growth in a dynamic environment that fosters personal and professional development.

Work experience

3 years 6 months

SOFTFLIX TECHNOLOGY PRIVATE LIMITED

1 year

Data scientist

September 2022 - Present

Full-time

- Conducted in-depth analysis of non-functional requirements through effective data manipulation, extraction, and analysis techniques utilizing SQL database, Excel workbook, CSV files, and supplementary data sources. - Applied advanced data collection and categorization methods using pivot tables in Excel to optimize data transformation through the implementation of Power Query. - Generated impactful data visualizations using Power BI and Excel, incorporating machine learning techniques with Python libraries such as Numpy, Pandas, Matplotlib, BeautifulSoup, and Sklearn. - Showcased proficiency in exploratory data analysis, algorithm development, and web scraping, resulting in comprehensive insights and actionable recommendations. - Produced reports aligning with emerging trends, patterns, and predictions by leveraging relevant data. - Participated in data modeling and the construction of entity relationships.

Org Logo

Urban Nomads

5 month

Reservation Manager

October 2022 - February 2023

Internship

- Provided training and guidance to new team members, ensuring they understood the processes and could make informed decisions in different situations. - Transformed complex data into visualizations, enabling the business to easily identify areas for improvement and make informed decisions. - Conducted thorough analysis of business growth trends, identifying profitable categories and recommending strategies to maximize success. - Monitored cancellation reports and implemented strategies to minimize cancellations, ultimately improving customer retention. - Ensured timely and accurate reporting of occupancy reports to stakeholders, allowing them to make informed decisions based on up-to-date information. - Successfully managed operations to meet organizational requirements, providing efficient support to teams. - Oversaw and coordinated teams across multiple locations, ensuring smooth operations and effective collaboration. - Orchestrated successful events throughout the months, ensuring seamless execution and positive attendee experiences. - Tracked and managed client leads for co-living spaces, optimizing lead conversion rates and contributing to business growth.

Infosys BPM Limited

1 year 9 months

Senior Accountant

January 2021 - September 2022

Full-time

- Led critical process transitions across multiple tracks, enabling seamless operations and cross-functional efficiency. - Leveraged hands-on proficiency in SAP, Service-NOW, AX-Dynamics, and ICC Validation tools to drive successful process execution. - Fostered strong client relationships by effectively managing interactions during meetings, ensuring client satisfaction and alignment. - Strategically allocated team workload based on Turnaround Time (TAT) while maintaining comprehensive reports to track progress and measure performance. - Conducted data reconciliation and implemented necessary actions to address requirements, ensuring accuracy and reliability of information. - Streamlined invoice processing within prescribed TAT and in accordance with client specifications, optimizing payment workflows. - Played a key role in training new team members, providing comprehensive overviews and sharing process expertise based on specific requirements.

Education

MIT World Peace University (MIT-WPU),Pune

2018 - 2020

Master of Business Administration - MBA in Innovation and Entrepreneurship Management

June 2018 - March 2020

- Engaged in dynamic market research presentations showcasing a comprehensive analysis of the Airline Industry, effectively comparing and contrasting their goals, vision, as well as profit-making and loss strategies from a financial perspective. - Collaborated with a team of experts to actively contribute to insightful discussions and findings, fostering a deeper understanding of the industry's key trends, challenges, and opportunities. - Demonstrated strong verbal and presentation skills while delivering impactful insights and compelling arguments, capturing the attention of diverse audiences and facilitating meaningful conversations. - Leveraged meticulous research techniques to gather relevant data and statistics, ensuring the accuracy and reliability of information shared during the presentations. - Employed critical thinking and analytical skills to interpret complex financial data, enabling the identification of key drivers impacting the airline industry's performance. - Actively took part in Q&A sessions, providing thoughtful responses and engaging in thought-provoking discussions, enhancing the overall quality and value of the presentations. - Acted as a proactive team member, offering creative solutions and suggestions to optimize the research process and improve the overall efficacy of the presentations. - Demonstrated a genuine passion for the subject matter, continuously expanding knowledge and staying up-to-date with emerging industry trends and developments. - Overall, played a pivotal role in enhancing the educational experience, promoting a collaborative learning environment, and fostering a deeper understanding of the intricacies of the airline industry's financial landscape.

Sadguru Gadage Maharaj College ,Karad

2016 - 2018

B.com (IT) in Bachelors in Commerce and Information Technology

July 2016 - March 2018

Coordinated a multitude of impactful initiatives within a dynamic and collaborative team dedicated to fostering entrepreneurship and advancing Information Technology. Employed strong organizational skills to successfully orchestrate a diverse array of projects, ensuring seamless execution from inception to completion. Demonstrated exceptional leadership abilities by efficiently delegating tasks and responsibilities, resulting in the successful achievement of project objectives. Fostered a collaborative environment, encouraging open communication and idea-sharing among team members. Played a pivotal role in driving innovation and promoting entrepreneurial mindset within the organization.

Projects

Hotel Bookings Cancellation

Mar 2023 - Present

SOFTFLIX TECHNOLOGY PRIVATE LIMITED

To predict customer churn based on historical data and customer behavior patterns. - Developed a recommendation system using collaborative filtering techniques to personalize product recommendations for customers. - Implemented a machine learning model to classify customer support tickets and automate ticket routing, resulting in a 20% reduction in response time. - Built a web scraping tool to gather data from competitor websites and analyze pricing trends, enabling the company to adjust pricing strategies and increase market competitiveness. - Created an interactive dashboard using Power BI to track and visualize key performance indicators, facilitating data-driven decision-making for the management team.

Web-Scrapping (Flipkart Products)

Mar 2023 - Present

SOFTFLIX TECHNOLOGY PRIVATE LIMITED

- Successfully implemented web scraping techniques using the Beautiful Soup library to extract data from the Flipkart website. - Collected relevant information such as product name, pricing, color, and rating of various products. - Utilized additional libraries in conjunction with Beautiful Soup to enhance the effectiveness of the web scraping process. - Demonstrated proficiency in data manipulation by exporting the scraped data into an Excel file using the Pandas library. - Effectively utilized action verbs to showcase the impact and outcomes of the web scraping project.

Other Datasets

Apr 2023 - Present

SOFTFLIX TECHNOLOGY PRIVATE LIMITED

Worked on other Datasets: - Explored larger datasets to uncover patterns and gain insights - Utilized Python libraries to analyze and visualize the Iris Dataset - Employed algorithms to enhance data visualization of the Iris Dataset - Investigated dynamics of online and offline business operations using the Zomato Dataset - Examined survival rates and death rates in the Titanic Dataset for insights - Developed a predictive model using the Diabetes Dataset to determine the likelihood of developing diabetes

Study on Market & Consulting of Co-working Space

May 2018 - Jun 2020

Urban Nomads

- Prepared a comprehensive report on the HR Department and Marketing aspects of a startup - Analyzed and identified key areas for improvement in work distribution and handling critical tasks - Implemented strategies to optimize the workflow and enhance efficiency in the startup - Acquired valuable experience in managing HR functions and marketing operations - Contributed to the successful running of the startup by addressing critical areas and ensuring smooth operations

Dell Computer Management System

Jun 2017 - Jan 2018

Sadguru Gadage Maharaj College ,Karad

- Developed a user-friendly software application to streamline stock inventory management for retail stores - Implemented a robust database system to accurately track stock levels and generate real-time inventory reports - Created functionalities for recording and updating purchasing and selling entries, ensuring precise transaction tracking - Improved operational efficiency by automating manual stock inventory processes, reducing errors and saving time - Enhanced decision-making capabilities by providing comprehensive data insights through easily accessible reports - Contributed to overall business profitability by optimizing stock management, minimizing stockouts, and avoiding overstock situations

Awards & achievements

Infosys BPM Limited

Best SME Award

Apr 2022

Infosys BPM Limited

The Change Maker

Jan 2022

Infosys BPM Limited

Client Appreciation

Sep 2021

Infosys BPM Limited

Extra Miler Award

Apr 2021