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Kartikey Mishra

MLOps Engineer | Generative AI & Agentic Systems (RAG, LLMs) | Data Platform Architect (Snowflake, dbt, Spark) | AWS, Kubernetes, CI/CD

Pune District

2+ years of work experience

Jet2.com and Jet2holidays
Jul 20241 yr 10 mosPresent

Pune District, Maharashtra, India

• Conducted comprehensive data modeling, designing robust data structures to efficiently support analytical requirements and business use cases. • Utilized dbt for executing complex data transformations, including development of incremental models, snapshots, and schema management. • Managed data transformation processes within Docker containers, ensuring consistency and reproducibility across different environments. • Orchestrated end-to-end data workflows with Apache Airflow, enabling streamlined scheduling, monitoring, and execution of data pipelines. • Handled raw data management in cloud storage, ensuring data integrity, secure access, and efficient processing for downstream applications. • Developed and optimized analytical solutions using Snowflake as the data warehouse, facilitating high-performance querying and data analysis. • Collaborated with stakeholders to gather requirements, translating business needs into technical specifications for accurate data delivery. • Maintained rigorous documentation of data models, transformation logic, and workflows to support auditability and facilitate knowledge transfer. • Regularly performed data quality assessments and implemented best practices for data validation, error handling, and troubleshooting. • Actively participated in Agile development cycles, including sprint planning, daily stand-ups, retrospectives, and continuous improvement initiatives. • Built a personal AI project leveraging LLMs and FastAPI to design a context-aware resume editing system with strict content preservation and human approval workflows, demonstrating practical GenAI system design beyond experimentation.

Education

Lovely Professional University

Lovely Professional University

20114 yrs2015

School, Schooling

Saraswati shishu mandir varishth madhyamik vidyalaya subhash chandra bose nagar gorakhpur uttar pradesh

20047 yrs2011

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Headline

MLOps Engineer | Generative AI & Agentic Systems (RAG, LLMs) | Data Platform Architect (Snowflake, dbt, Spark) | AWS, Kubernetes, CI/CD

About

At Jet2.com and Jet2holidays, my role as a Data Engineer leverages my robust Apache Spark ML and GraphX skills to enhance our software infrastructure. With a B.Tech from Lovely Professional University, I transitioned from an Associate Software Engineer at Syncron to my current position, bringing over three years of industry experience. Our team thrives on innovation and efficiency, contributing to impactful data solutions.

Location

Pune District

Work experience

Data Engineer at Jet2.com and Jet2holidays, Jul 2024 - Present · 1 yr 10 mos, Pune District, Maharashtra, India, • Conducted comprehensive data modeling, designing robust data structures to efficiently support analytical requirements and business use cases. • Utilized dbt for executing complex data transformations, including development of incremental models, snapshots, and schema management. • Managed data transformation processes within Docker containers, ensuring consistency and reproducibility across different environments. • Orchestrated end-to-end data workflows with Apache Airflow, enabling streamlined scheduling, monitoring, and execution of data pipelines. • Handled raw data management in cloud storage, ensuring data integrity, secure access, and efficient processing for downstream applications. • Developed and optimized analytical solutions using Snowflake as the data warehouse, facilitating high-performance querying and data analysis. • Collaborated with stakeholders to gather requirements, translating business needs into technical specifications for accurate data delivery. • Maintained rigorous documentation of data models, transformation logic, and workflows to support auditability and facilitate knowledge transfer. • Regularly performed data quality assessments and implemented best practices for data validation, error handling, and troubleshooting. • Actively participated in Agile development cycles, including sprint planning, daily stand-ups, retrospectives, and continuous improvement initiatives. • Built a personal AI project leveraging LLMs and FastAPI to design a context-aware resume editing system with strict content preservation and human approval workflows, demonstrating practical GenAI system design beyond experimentation.

Education

Lovely Professional University

School, Schooling, Saraswati shishu mandir varishth madhyamik vidyalaya subhash chandra bose nagar gorakhpur uttar pradesh

Public links

github: https://github.com/etlguru

Kartikey Mishra - Data Engineer in Pune District | Tal