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kabariyamilind

Milind K

@kabariyamilind

Senior Tech Lead Data Engineering

India
Engels, Gujarati, Hindi
Sommige informatie wordt in het Engels weergegeven.
Over mij
I am a Senior Tech Lead in Data Engineering with over 10 years of experience across e-commerce, insurance, and retail. I specialize in architecting large-scale data products, cloud cost optimization, and Generative AI applications on GCP and AWS. I have a proven record of leading developer teams and translating complex business needs into technical solutions.... Lees meer

Skills

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kabariyamilind
Milind K
offline • 
Gemiddelde reactietijd: 1 uur

Bekijk mijn diensten

Data engineering advies
I will your data engineer for big data and ai
Data engineering advies
I will migrate data to bigquery, perform analyis and automations

Werkervaring

Falabella_Colombia

Senior Tech Lead — Data Engineering

Falabella Colombia • Fulltime

Apr 2024 - Present2 yrs 2 mos

As Senior Tech Lead and Lead Data Engineer at Falabella India, I architected the product feed system, resolving data discrepancies for ~1M products. Built seller-facing tools including a recommendation engine, analytics dashboard (GMV, NMV, clicks, conversion), and GenAI chatbot for performance queries. Implemented product-matching using embeddings and cosine similarity for competitive analysis. Optimized GCP infrastructure, reducing costs while improving reliability. Established federated BigQuery-PostgreSQL pipelines ingesting ~200 tables across orders, catalog, and promotions domains. Built data quality and observability frameworks ensuring SLA adherence. Led cross-functional teams translating business requirements into scalable technical solutions.

Tata_Group

Lead Data Engineer | Tata Cliq

Tata Group • Fulltime

Oct 2022 - Jan 20241 yr 3 mos

Led data platform optimization and quality initiatives for e-commerce marketplace. Spearheaded datalake cost optimization on AWS, achieving ~40% monthly cost reduction through process and job optimization. Built in-house Data Quality Check (DQC) framework using AWS Deequ, deployed on EMR with Airflow orchestration and Athena for querying. Implemented sentiment analysis pipeline using GPT-3.5 API processing product reviews and customer feedback, deployed in production on AWS EMR. Automated DQC and sentiment analysis job scheduling using Apache Airflow, ensuring reliable and timely execution.

Cigna

Technical Lead- Big Data | Cigna

Cigna • Fulltime

Sep 2018 - Nov 20224 yrs 2 mos

Architected and operationalized healthcare insurance data products at scale using Spark and Scala. Developed complex healthcare insurance models, collaborating with business analysts to translate requirements into technical solutions. Designed and built Rule Management system enabling self-serve analytics for stakeholders. Integrated Apache Drools with Apache Spark, executing rules defined in DMN format for dynamic policy evaluations. Migrated legacy Hive models to Spark Scala, improving performance and maintainability. Engineered Kafka-based jobs for publishing downstream insights to analytical platforms. Led team development efforts with expertise in TDD and CI/CD pipeline implementation. Managed change requests and supported production models across healthcare domain.