ASHISH KUMAR
Gurgaon
Summary
Dynamic and results-driven professional with an MBA from IIM and a strong engineering foundation, offering a unique blend of IT and business acumen. Expertise includes data analytics, data science, machine learning, applied AI, UI/UX design, product management, fintech, and trading strategies. Proven ability to leverage technical skills to drive innovation and optimize business processes. Actively pursuing challenging opportunities to contribute to organizational success and growth.
Resourceful Data Engineer experienced in evaluating and assessing client requirements and implementing infrastructure to solve identified problems. Harnessed code and cloud-native technologies to create scalable and user-centric systems. Strong negotiator with excellent value-driven solutions.
Overview
3
3
years of professional experience
1
1
Certification
Work History
AWS Data Engineer
Recro
01.2025 - Current
- Company Overview: Client: British Petroleum (BP)
- As an AWS Data Engineer working for client British Petroleum(BP), I've been instrumental in designing, building, and optimizing cloud-native data solutions to support the company's retail analytics, product profitability, and margin intelligence initiatives.
- Leading the migration of legacy OF (Operational Framework) pipelines to AWS Serverless Data Lake Framework (SDLF), ensuring alignment with scalable, production-grade standards for ingest, transform, and conform layers.
- Designed and deployed serverless pipelines using AWS Glue, S3, Athena, and Lambda to process multi-terabyte datasets including transactional data (sales, COGS, pricing, and inventory).
- Built reusable modular SQL transformations (CTEs) for generating profitability, margin, and COGS reports with improved accuracy, transparency, and auditability.
- Implemented delta load strategies and schema validation for stable and reliable pipeline operation across multiple SDLF stages (raw, transform, conform).
- Optimized data lake storage with Parquet format and intelligent S3 partitioning for cost-effective and performant querying via Athena.
- Automated ETL orchestration with Step Functions and Lambda to ensure scheduled, event-driven, and failure-tolerant pipeline execution.
- Integrated datasets from diverse systems (Thorntons, AMPM, and PDI) across domains like products, promotions, and payments to enable unified analytics.
- Enforced best practices in CI/CD using Git version control and Azure DevOps pipelines for seamless deployment, code quality, and rollback support.
- Worked closely with analysts, data scientists, and product teams to convert business KPIs into scalable, production-ready data models.
- Client: British Petroleum (BP)
- Tools&Technologies: AWS Glue, S3, Athena, Lambda, Step Functions, SQL (modular CTEs), Parquet, Git, CI/CD (Azure DevOps), Redshift (for validation), OF, SDLF (BPme), PDI
Data Engineer-(AWS)
Brane Enterprises
01.2024 - 09.2024
- AWS Data Infrastructure Management: Designed and managed scalable AWS-based data infrastructure supporting multiple applications like KM, QMS, and Sales CRM.
- Data Pipelines: Developed and optimized ETL pipelines using AWS Glue and Lambda to process high-volume transactional data efficiently.
- Database Solutions: Implemented Amazon Redshift for data warehousing and DynamoDB for seamless integration with application backends.
- Data Visualization: Delivered data-driven insights via dashboards built on AWS QuickSight, supporting product and business decision-making.
- Leadership: Mentored junior engineers on AWS cloud tools and CI/CD best practices.
- Skills: AWS (Glue, Redshift, DynamoDB, Lambda, S3), ETL, Data Warehousing, CI/CD, AWS QuickSight, Python, SQL
Data Engineer
ICICI Bank
12.2022 - 12.2023
- Cloud Migration: Led migration of legacy banking data systems to AWS Cloud, improving data accessibility and operational efficiency.
- Data Lake Implementation: Designed and implemented an AWS S3-based data lake for centralized storage and advanced analytics.
- Real-Time Analytics: Utilized AWS Kinesis to process and analyze transactional data streams in real-time for enhanced decision-making.
- Security Compliance: Ensured data security and compliance with BFSI standards using AWS IAM, KMS, and CloudWatch.
- Stakeholder Collaboration: Collaborated with treasury, forex, and investment teams to develop tailored data solutions.
- Skills: AWS (S3, Kinesis, IAM, CloudWatch, KMS), Data Lake, Real-Time Analytics, SQL, Python, Banking Compliance
Data Engineer
Xiaomi
05.2022 - 12.2022
- Data Integration: Built and maintained data pipelines to aggregate sales data from offline and online channels into AWS-based data lakes.
- Predictive Analytics: Deployed ML models on AWS SageMaker to forecast demand and optimize inventory management.
- Big Data Management: Managed and processed large-scale sales and distribution data using AWS EMR and Athena.
- Performance Metrics: Delivered real-time insights on sales performance using QuickSight dashboards integrated with Redshift.
- Operational Efficiency: Automated data processing workflows, reducing manual intervention and improving reporting timelines.
- Skills: AWS (SageMaker, EMR, Athena, QuickSight, Redshift), Big Data, Predictive Analytics, Python, Spark
Education
Master's In Business Administration (MBA) -
Indian Institute of Management
Sirmaur, Himachal Pradesh01.2022
Bachelor in Technology - Aerospace engineering
University Of Petroleum and Energy Studies
01.2016
10+2 - undefined
NIOS
New Delhi, Delhi01.2012
10TH - undefined
ICSE (SAINT JOSEPH SCHOOL)
01.2009
Skills
- AWS
- Data Engineering
- Power BI
- Advanced Excel
- IT Security
- Applied AI
- Data Analytics
- Data Interpretation
- IBM SPSS
- R
- Matlab
- Python
- UI/UX
- GCP
- Big Data
- AI/ML
- SAAS
- Machine Learning
- Data Science
- Data Engineering
- IT Automation
- KPMG Six Sigma Green Belt
- Google Project Management
- Tableau
- Agile Project Management
Certification
- IIM AHMEDABAD, Advanced Digital Transformation Professional Certificate, Leadership Skills Certifications, Pre-MBA Statistics
- Google, Google Project Management Professional Certificate, Google UI/UX Design Professional Certificate, Google IT support Professional Certificate, Google Digital Marketing & Ecommerce Professional Certificate, Google IT Automation with Python Professional Certificate, Google Data Analytics Professional Certificate, Data Engineering with Google cloud Professional Certification, Data Engineering, Big Data, and Machine Learning on GCP Professional Certification, Advance Machine Learning with TensorFlow Specialization, Google Professional Workspace Administrator Professional Certificate, Google Cybersecurity Professional Certificate, Google Advanced Data Analytics Professional Certificate, Google Business Intelligence Professional Certificate, Google Advanced Machine Learning on Google Cloud, Preparing for Google Cloud Certification: Cloud Data Engineer
- Microsoft, Microsoft Power BI Data Analyst Professional Certificate, Microsoft Azure Data Scientist Associate (DP100) Exam Prep Professional Certificate, Microsoft Azure Data Engineering Associate (DP-203) Professional Certificate, Microsoft Cybersecurity Analyst Professional Certifications
- Amazon, AWS Cloud Technology Consultant Professional Certification
- IBM, IBM Data Analyst Professional Certificate, IBM Cybersecurity Analyst Professional certificate, IBM IT Scrum Master Professional certificate, Data Science professional certificate, IBM Applied AI Specialization, IBM AI Engineering Professional Certificate, IBM Applied Data Science Professional Certificate, IBM Customer Engagement Specialist Professional Certificate, IBM IT Project Manager Professional Certificate, Scrum Master Professional Certificate, IBM Project Manager Professional Certificate, Modern Project Management Professional Certificate, Generative AI for Software Developers Professional Certificate, Generative AI for Data Scientists Professional Certificate, IBM Mainframe Developer Professional Certificate, IBM Data Science Professional Certificate, IBM Introduction to Data Science, IBM AI Developer Professional Certificate, IT Fundamentals for Cybersecurity Professional Certificate, Security Analyst Fundamentals Professional Certificate
- Meta, Meta Spark Creator AR Certification Prep Professional Certificate
- SAP, SAS Programmer professional certificate, SAP Technology Consultant Professional Certificate
- ISB, Trading strategies in Emerging market specialization Certificate, 2023-01-01
- Deep Learning.AI, Natural Language Processing Professional Certifications, Mathematics for Machine Learning and Data Science Professional Certf
- IIT Delhi, French Language Professional certificate, 2020-01-01
Research Paper - Link
https://czasopisma.uni.lodz.pl/tourism/article/view/12180
Digital Transcript
bit.ly/3HhGEB7
Timeline
AWS Data Engineer
Recro
01.2025 - Current
Data Engineer-(AWS)
Brane Enterprises
01.2024 - 09.2024
Data Engineer
ICICI Bank
12.2022 - 12.2023
Data Engineer
Xiaomi
05.2022 - 12.2022
Bachelor in Technology - Aerospace engineering
University Of Petroleum and Energy Studies
10+2 - undefined
NIOS
10TH - undefined
ICSE (SAINT JOSEPH SCHOOL)
Master's In Business Administration (MBA) -
Indian Institute of Management
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