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KD

Krishani Desai

Open to work2 years experience

Data Engineer

Mumbai, IndiaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

Data Engineer, Data Analyst, and BI Developer.

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

32 skills
c++pythonpandasnumpysqljavaetl/elt pipeline designdata ingestion and transformationworkflow orchestrationdata modelingdata quality and reconciliationmetadata managementgcpbigquerydataflowpub/subcloud storagecloud functionscloud runpower bidaxtableaugitgithubci/cdagile collaborationscikit-learnxgboostadaboostfeature engineeringllmsprompt engineering

Work Experience

Business Technology Solutions Associate (Data Engineer / Analyst)

ZS Associates

Sep 2023 - Dec 2025 Mumbai, India
  • Built and maintained SQL-based ETL pipelines using Javelin Incentive Manager for end-to-end ingestion, transformation, and curated dataset publishing for incentive compensation reporting, reducing processing time by 20%.
  • Authored complex SQL queries (advanced joins, window functions, aggregations) for data transformation and reconciliation; refactored logic for maintainability and peer review readiness.
  • Implemented automated data validation and reconciliation workflows to enforce data quality controls, reducing manual review effort by 40% and ensuring data correctness.
  • Integrated data from multiple source systems, standardized formats, and optimized pipeline inputs to cut processing errors by 10% through automation.
  • Developed analytical reports and curated datasets (scorecards, manager summaries, HQ reports) consumed by business stakeholders, improving reporting efficiency by 25%.
  • Collaborated with cross-functional and client teams on requirements gathering, change communication, and release updates, improving client satisfaction by 15%.

Power BI Intern

PWC

Jun 2023 - Jul 2023 Mumbai, India
  • Designed and published interactive Power BI dashboards on telecom churn data, implementing KPI tracking and drill-through reporting to support retention strategies; reduced modelled churn risk by 8–12%.
  • Applied DAX measures and data model optimisations to improve report performance and ensure data accuracy.

Data Science and Business Analytics Intern

The Sparks Foundation

Aug 2021 - Sep 2021 Mumbai, India
  • Designed data pipelines and ML-driven dashboards on real-world datasets; documented methodology and results for stake- holder review, improving analytical accuracy by 10–15%.

Projects

Be Aware – Crime Awareness App

FlutterXGBoostAdaBoostReal-time Data
  • Designed a data ingestion and prediction pipeline integrating real-time crime feeds; applied ensemble boosting models for predictive safety alerts with automated data quality checks.

Eat Smart – Diet Recommendation System

PHPMySQLPythonContent-Based Filtering
  • Led a team of 4 to design a full-stack recommendation engine backed by a relational data model; implemented ETL logic to ingest and curate nutrition datasets for the recommendation layer.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

Best Cost Effective Project

Best Cost Effective Project – State Level Project Competition, Techzilla 2020 (Diploma Final Year Project)

About Details

Professional Bio

Data Engineer with 2+ years of experience designing and maintaining end-to-end data pipelines for analytics and reporting use cases. Proficient in SQL, Python, ETL/ELT workflows, GCP, and Power BI.

B.Tech in Information Technology

K.J. Somaiya College of Engineering ( - Present)

Diploma in Computer Engineering

K.J. Somaiya Polytechnic ( - Present)

Languages: English, Hindi
Email: Locked