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Kathan P.

Kathan P.

Data Extraction/ETL | PySpark, Databricks MLflow, Data Engineering

I am a Senior Data Engineer with over four years of experience in designing and optimizing cloud data platforms. My expertise lies in creating scalable architectures that enhance the utility of both structured and unstructured data. I achieved a 30% reduction in data pipeline processing time by transforming legacy SQL into optimized PySpark solutions on Databricks and Snowflake. Additionally, I developed a Python-based automated observability suite that cut downstream reporting errors by 40%. I pride myself on maintaining 99.9% platform uptime for critical FinTech data layers through proactive incident analysis and data integrity measures. If you are seeking a knowledgeable data professional who can drive efficiency and maximize data quality, let's connect and discuss how I can contribute to your projects.

🇨🇦Kitchener, Canada$30/hr80% JSS5.00 (1)Since May 2026

Earnings and projects

MRR
$1k

Last 6 months ÷ 5.9 months active (since May 2026)

World#48,030 / 412k
🇨🇦Country#793 / 7,133
Revenue, last 30 days
$4.1k

Last 6 months: $5.9k

World#7,740 / 412k
🇨🇦Country#222 / 7,133
Total earnings
$6k

Billed in all: $6.4k

World#239,529 / 412k
🇨🇦Country#4,209 / 7,133
Per project
$3k

$3k in the last 6 months

World#55,792 / 412k
🇨🇦Country#974 / 7,133
Projects, last 6 months
2
0% fixed100% hourly
World#88,918 / 412k
🇨🇦Country#1,341 / 7,133
Projects in all
2
0% fixed100% hourly
World#328,886 / 412k
🇨🇦Country#5,740 / 7,133

Earnings, last 30 days

$6.4k+$4.1k earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$0$2.5k$5.0k$7.5kOct 8Oct 23Nov 7

Skill rankings: Top 9% in Data Mining

Ranked by MRR among everyone on Upwork with the skill.

  1. #72Beta Testing514 freelancers · 🇨🇦 #3Top 14%
  2. #244ETL1,555 freelancers · 🇨🇦 #10Top 16%
  3. #245ETL Pipeline1,396 freelancers · 🇨🇦 #10Top 18%
  4. #544Data Extraction5,086 freelancers · 🇨🇦 #7Top 11%
  5. #857Data Mining9,149 freelancers · 🇨🇦 #4Top 9%
  6. #1,771Data Analysis14,624 freelancers · 🇨🇦 #33Top 12%