Aishwarya Pani

Data Engineer

Kolkata, West Bengal, India4 yrs 7 mos experience
Highly Stable

Key Highlights

  • Built a community of 100K+ learners
  • Helped hundreds transition into Data Engineering roles
  • 4x Microsoft Certified Data Engineer
Stackforce AI infers this person is a Data Engineering expert with a strong focus on Azure and real-time analytics.

Contact

Skills

Core Skills

Data EngineeringAzure Data EngineeringWeb Development

Other Skills

PySparkPython (Programming Language)Azure Data FactoryAzure DatabricksScalaJavaMySQLJavaScriptMicrosoft Power BIMicrosoft Fabricadlsgen2synapseData ArchitectureData AnalysisCommunication

About

I didnโ€™t start my career as a Data Engineer. Like many of you, I was confused about where to start, what to learn, and how to transition into a high-paying data role. Today, I work as a ๐—ฆ๐—ฒ๐—ป๐—ถ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ ๐—ฎ๐˜ ๐—˜๐—ฌ and help ๐Ÿญ๐Ÿฌ๐Ÿฌ๐—ž+ ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น๐˜€ do the same ๐Ÿš€ ๐Ÿ’ก ๐—ช๐—ต๐—ฎ๐˜ ๐—œ ๐—ฑ๐—ผ: I help aspiring and working professionals: โœ” Break into Data Engineering โœ” Transition from non-tech / support roles โœ” Build real-world projects (Azure, Databricks, PySpark) โœ” Create strong resumes that get interview calls โœ” Understand real industry use-cases (not just theory) ๐Ÿงฐ ๐— ๐˜† ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ: Azure Data Engineering (ADF, ADLS, Databricks) PySpark & SQL End-to-End Data Pipelines Data Modeling & Optimization Real-world project building ๐Ÿ“ˆ ๐—ฃ๐—ฟ๐—ผ๐—ผ๐—ณ & ๐—œ๐—บ๐—ฝ๐—ฎ๐—ฐ๐˜: Built a community of ๐Ÿญ๐Ÿฌ๐Ÿฌ๐—ž+ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ฒ๐—ฟ๐˜€ Helped hundreds crack Data Engineering roles Worked on real-time Azure data platforms Collaborated with ๐Ÿฑ๐Ÿฌ+ ๐—ฏ๐—ฟ๐—ฎ๐—ป๐—ฑ๐˜€ ๐Ÿค ๐—›๐—ผ๐˜„ ๐—œ ๐—ฐ๐—ฎ๐—ป ๐—ต๐—ฒ๐—น๐—ฝ ๐˜†๐—ผ๐˜‚: 1:1 Career Guidance Resume Reviews Mock Interviews Data Engineering Roadmaps ๐Ÿ“ฉ ๐—Ÿ๐—ฒ๐˜โ€™๐˜€ ๐—ฐ๐—ผ๐—ป๐—ป๐—ฒ๐—ฐ๐˜: ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฎ๐—ถ๐˜€๐—ต๐˜„๐—ฎ๐—ฟ๐˜†๐—ฎ๐Ÿต๐Ÿด@๐—ด๐—บ๐—ฎ๐—ถ๐—น.๐—ฐ๐—ผ๐—บ If youโ€™re serious about becoming a Data Engineer, follow me or DM โ€œDATAโ€

Experience

4 yrs 7 mos
Total Experience
3 yrs 4 mos
Average Tenure
1 yr 3 mos
Current Experience

Topmate.io

Education Mentor

Feb 2025 โ€“ Present ยท 1 yr 2 mos ยท Kolkata, West Bengal, India ยท Remote

  • Helping Students & Professionals Grow in the Data Engineering Domain.
PySparkScalaData Engineering

Ey

Senior Data Engineer

Jan 2025 โ€“ Present ยท 1 yr 3 mos ยท Kolkata ยท Hybrid

  • Designed end-to-end Azure data pipelines (ADF + ADLS + Databricks) supporting 10+ analytics use cases
  • Built scalable PySpark transformations improving processing efficiency by 60%
  • Developed ingestion frameworks for APIs, SQL, and SFTP sources
  • Implemented data validation & quality checks across L0 โ†’ L1 โ†’ L2 layers
  • Optimized pipelines reducing execution time and cost
  • Collaborated with cross-functional teams for data modeling & reporting
PySparkPython (Programming Language)Data EngineeringAzure Data Engineering

Infosys

Digital Specialist Engineer

Aug 2021 โ€“ Dec 2024 ยท 3 yrs 4 mos ยท Kolkata, West Bengal, India ยท Hybrid

  • Worked on real-time analytics, high volume data ingestion, and identifying root causes of anomalies.
Azure Data FactoryAzure DatabricksData Engineering

Apsolutio

Mean stack developer

Jul 2020 โ€“ Sep 2020 ยท 2 mos ยท Kolkata, West Bengal, India

  • Developed an online polling web application
JavaMySQLJavaScriptWeb Development

Education

St. Thomas' College of Engineering & Technology 122

B.TECH โ€” Computer Science & Engineering

Jul 2017 โ€“ Jul 2021

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