Pratik Kanade

Data Engineer

0 mo experience

Key Highlights

Implemented cost-saving data pipelines reducing expenses by 88%.
Developed analytical dashboards driving significant operational insights.
Achieved 33% improvement in data latency through optimized ETL processes.

Stackforce AI infers this person is a Data Engineer with expertise in SaaS and Big Data Analytics.

Contact

Skills

Core Skills

Data EngineeringBig DataData Analytics

Other Skills

PolarsPandasAmazon S3SnowflakePySparkAWS RedshiftAmazon QuickSightData Build Tool (DBT)Data VisualizationTableauData AnalysisMicrosoft ExcelPython (Programming Language)Amazon Web Services (AWS)Data Warehousing

About

I am a motivated and enthusiastic engineering graduate pursuing a career in big data analytics. I am currently enrolled in the Master's program in Data Architecture and Management at Northeastern University. I have three years of experience working in the field of Data Analytics and Engineering. Along with a strong foundation in data mining, data transformation, machine learning, database management and data visualization, I also have advanced proficiency in various programming languages, analytical tools and distributed computing technologies. With strong critical thinking and analytical problem-solving abilities, I'm committed to capitalize on the potential of data to drive business performances and development.

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Lg energy solution vertech, inc.

Data Engineer Intern

Sep 2025 – Dec 2025 · 3 mos · Boston, MA · On-site

Implemented and evaluated POCs with multiple data processing frameworks such as Polars, hybrid Polars-Spark and Pandas-Spark, finalizing a Polars based data pipeline, achieving an overall cost reduction of 88% against the existing pipeline
Productionized a scalable data pipeline using Polars to extract Battery Energy Storage System data from Amazon S3, transform it to the required semi structured format and load it into destination S3 bucket for automated Snowflake ingestion by Snowpipe, resulting in an 84.5% improvement in average processing time per file

PolarsPandasAmazon S3SnowflakeData EngineeringBig Data

Northeastern university

RSO Proctor

Jun 2025 – Present · 11 mos · Boston, Massachusetts, United States · On-site

Appzen

Data Engineer

Jul 2023 – Jun 2024 · 11 mos · Pune, Maharashtra, India · Hybrid

Developed 2 high-performance ETL pipelines using PySpark to extract semi-structured data from Elasticsearch, transform it into structured formats, and load it into AWS Redshift through AWS S3 staging, achieving a 33% improvement in data latency and enabling faster analytics workflows
Built 2 dbt transformation models to process raw data from AWS S3 bronze tables into refined silver and gold tables in AWS Redshift, enabling customer compliance dashboards that enhanced non-compliant employee detection by 28%
Developed 6 analytical dashboards in Amazon Quicksight, 4 enabling clients to achieve cost savings by identifying fraudulent employee expenditures, 1 delivering product autonomy metrics to executive leadership, and 1 for diagnosing integration failures
Automated SQL queries in AWS Redshift to generate 13 recurring reports, streamlining data access for 18 stakeholders across product operations and support functions while eliminating 76% of manual overhead

PySparkAWS RedshiftAmazon S3Amazon QuickSightData Build Tool (DBT)Data Engineering+1

Everest publishing house

Data Analyst Intern

Feb 2021 – Sep 2021 · 7 mos · Pune, Maharashtra, India · Hybrid

• Processed and cleansed 3 years of CSV sales data using Pandas dataframes to develop 2 Tableau dashboards delivering sales analysis and strategic recommendations across geographic regions, resulting in a 23% increase in book sales

PandasTableauData AnalysisData Analytics

Hudl

Sports Analyst

Jun 2020 – Nov 2020 · 5 mos · Pune, Maharashtra, India · Remote

• Analyzed 350 professional matches through advanced video breakdown and event tagging, partnering with cross-functional analytics and engineering teams to extract critical performance insights like sprint speed benchmarks, transition success rates and endurance capacity measurements that improved team win rate by 7% and enhanced tactical execution efficiency

Data AnalysisMicrosoft ExcelTableauData Analytics

Inthegame

Sports Analyst Intern

Oct 2019 – Mar 2020 · 5 mos · Bengaluru Area, India · On-site

• Assessed 50 athletes across 130 competitive matches through comprehensive statistical modeling, producing detailed performance reports that optimized individual training regimens and enhanced player skill assessment ratings by 12%

Data VisualizationMicrosoft ExcelTableauData Analytics