Sarayu Sridatla

Data Engineer

Gurugram, Haryana, India4 yrs 3 mos experience

Key Highlights

  • Expert in designing scalable ETL workflows and data pipelines.
  • Proficient in Snowflake and Azure Data Factory for data integration.
  • Strong background in automating data ingestion and optimizing performance.
Stackforce AI infers this person is a SaaS Data Engineer specializing in Snowflake and ETL processes.

Contact

Skills

Core Skills

SnowflakeData IntegrationEtl

Other Skills

Azure Data Factory (ADF)Informatica IICSSQLData Build Tool (DBT)AWSDBTAWS S3Microsoft ProductsCustomer Relationship Management (CRM)Event OrganizingBrand Ambassador TrainingData AnalysisAnalytical SkillsBusiness AnalysisEvent Coordination

About

CimplifyData, USA Snowflake Developer | March 2024 – Nov 2025 Designed and implemented scalable ETL workflows and data pipelines integrating heterogeneous enterprise data sources into Snowflake for efficient data consolidation. Automated data ingestion from Azure Data Lake to Snowflake using Azure Data Factory (ADF), improving pipeline reliability and reducing manual effort. Built and maintained reusable DBT models, including incremental transformations, snapshots, macros, and hooks for modular, high-performance data modelling. Developed complex SQL views, materialised views, and SnowSQL scripts to optimise analytics and reporting performance. Applied clustering keys and autoscaling strategies in Snowflake, reducing query runtimes and controlling compute costs. Collaborated cross-functionally to translate business requirements into efficient data models supporting advanced analytics. Implemented strong data validation checks, error handling, and version control (Git) to ensure pipeline reliability and accuracy. Worked in Agile environments, delivering incremental improvements and detailed technical documentation to enhance team productivity. IBM, Hyderabad Snowflake Data Engineer | Jan 2021 – Dec 2022 Led the end-to-end ETL lifecycle for large-scale Snowflake data warehouses, enabling enterprise-wide data analytics. Architected efficient bulk data loads from AWS S3 into Snowflake, ensuring high data throughput and consistency. Designed parameterised ADF pipelines with dynamic looping constructs for scalable, automated data workflows. Developed advanced SnowSQL scripts, stored procedures, and materialised views to support reporting and business intelligence. Implemented RBAC security protocols and automated document lifecycle management within FileNet, managing over 1M digital documents for 5,000+ users. Monitored and optimised Snowflake warehouse performance, applying autoscaling and clustering strategies for cost-efficient compute usage. Collaborated with Data Analysts and Business Intelligence teams to build data models aligned with analytical goals. Authored technical documentation and conducted end-user training sessions to ensure seamless system adoption and ongoing process efficiency.

Experience

4 yrs 3 mos
Total Experience
1 yr 10 mos
Average Tenure
8 mos
Current Experience

Mrikal

Senior Snowflake Developer

Oct 2025Present · 8 mos · India · Remote

  • Client: SPECTRUMTECH, USA
  • Data Engineer – Snowflake | Azure Data Factory | Informatica | Data Integration
  • Currently working on high-impact enterprise data integration initiatives supporting large-scale global compensation systems. My role focuses on Informatica IICS, Oracle EXT, TrueComp (TCMP), and Snowflake migration readiness, analyzing and engineering end-to-end inbound data pipelines across HVAC, BAAN, Workday, ICM, and SG business domains.
  • Responsible for reverse engineering 220+ inbound integrations by analyzing Informatica IICS mappings, identifying historical maintenance behavior across complex HIST structures, and documenting detailed transformation logic. This work enables accurate migration of legacy Oracle EXT and Informatica pipelines to Snowflake, ensuring readiness for modern cloud data platforms.
  • Additionally, I design and implement scalable data pipelines using Snowflake and Azure Data Factory (ADF), migrating legacy ETL workflows into Snowflake stored procedures while preserving existing transformation logic.
  • Key Responsibilities:
  • Reverse engineering Informatica IICS mappings and documenting transformation logic for migration readiness
  • Developing Snowflake stored procedures to replicate Informatica ETL transformations
  • Implementing ADF parameterization frameworks for table-to-table and file-to-table ingestion
  • Designing staging and raw data loading frameworks using Snowflake stages and COPY commands
  • Building incremental load logic, error handling, and control table frameworks
  • Creating reusable ETL templates for insert, update, and merge operations
  • Collaborating with cross-functional teams to standardize ADF + Snowflake integration frameworks
  • Optimizing data pipelines for performance, scalability, and cloud migration readiness
  • Technologies: Snowflake, Azure Data Factory (ADF), Informatica IICS, Oracle EXT, SQL, TCMP (TrueComp), ETL, Data Warehousing.
SnowflakeAzure Data Factory (ADF)Informatica IICSSQLData Integration

Cimplify data

Snowflake Developer

Mar 2024Nov 2025 · 1 yr 8 mos · United States · Hybrid

  • As a Snowflake Developer at CimplifyData, USA, I designed and implemented cloud-based ETL workflows to integrate diverse enterprise data sources into Snowflake, enabling efficient data consolidation and analytics. I automated data ingestion from Azure Data Lake into Snowflake staging environments using Azure Data Factory (ADF), improving pipeline reliability and reducing manual effort. I developed and maintained scalable DBT models to implement incremental transformations, snapshots, and macros, ensuring modularity and performance optimisation.
  • I created complex SQL views, materialised views, and SnowSQL scripts to support advanced reporting use cases and improve dashboard performance. I applied clustering keys and autoscaling strategies in Snowflake to optimise query speed and cost-efficiency. I managed bulk data loads from AWS S3 using COPY commands, ensuring data consistency during high-volume transfers.
  • Collaborating with Data Analysts, Data Scientists, and Business Users, I translated business requirements into efficient data models and solutions. I implemented robust error handling and version control practices (Git) to ensure reliable and traceable workflows. I authored technical documentation and process flow diagrams to enable team knowledge sharing.
SnowflakeData Build Tool (DBT)Azure Data Factory (ADF)AWSSQLETL

Ibm

Snowflake Data Engineer

Mar 2021Mar 2023 · 2 yrs · Hyderabad, Telangana, India · On-site

  • As a Snowflake Data Engineer, I led the end-to-end ETL lifecycle, from requirement gathering to deployment of large-scale Snowflake data warehouses supporting enterprise analytics. I designed robust data ingestion frameworks to perform bulk loads from AWS S3 into Snowflake using COPY commands, ensuring data consistency and high throughput. I automated data ingestion from Azure Data Lake into Snowflake staging using Azure Data Factory (ADF), improving pipeline reliability and reducing manual effort.
  • I developed and maintained scalable DBT models, implementing incremental transformations, snapshots, macros, and hooks to promote modularity and performance. I designed advanced SQL views, materialised views, and SnowSQL scripts to optimise reporting performance and reduce computational costs. I applied clustering keys and autoscaling strategies in Snowflake to reduce query runtimes and optimised resource usage.
  • Collaborating with Data Analysts, Data Scientists, and Business Users, I translated business needs into efficient data models. I implemented RBAC security protocols in FileNet, managing over 1M documents with secure, role-based access. I automated document lifecycle processes, including versioning and archiving, to improve content management.
  • I executed parameterised data pipelines in ADF, enabling dynamic, scalable workflows, and implemented error handling, monitoring, and logging for reliability. I performed performance tuning of complex SQL transformations to improve data processing times. Working in an Agile environment, I actively contributed to sprint planning, documentation, and continuous platform improvements, delivering scalable solutions that supported data-driven decision-making.
SnowflakeAWS S3Azure Data Factory (ADF)DBTSQLETL

Internshala

Internshala Student Partner

Sep 2018Nov 2018 · 2 mos · India

  • As an Internshala Student Ambassador, I led over 20 student engagement events, including internship drives, career guidance workshops, and industry interaction sessions, aimed at bridging the gap between students and industry opportunities. My primary focus was to empower students by providing actionable insights into securing high-quality internships and leveraging career-building resources offered by Internshala.
  • I educated peers on best practices for resume building, interview preparation, and applying strategically for internships in both tech and business domains. Through structured guidance and one-on-one mentoring, I supported students in enhancing their employability and confidently pursuing relevant opportunities.
  • Additionally, I facilitated interactive webinars featuring industry professionals, enabling students to gain direct insights into current market trends, emerging technologies, and in-demand skill sets. These sessions provided practical knowledge to help students align their learning with industry requirements.
  • I also coordinated campus-wide internship awareness campaigns, which successfully increased student internship applications by 40%. My approach involved strategic planning, effective communication, and collaboration with faculty and industry partners, ensuring maximum participation and awareness across the student body.
  • Through my efforts, I significantly contributed to enhancing the employability and industry-readiness of my peers while fostering a culture of continuous learning and professional growth.

Dell

Campus Ambassador

Jun 2018Aug 2019 · 1 yr 2 mos · India

  • As a Dell Campus Ambassador, I played a pivotal role in bridging the gap between industry and academia by organizing and leading over 10 technical workshops, seminars, and hackathons on campus. These events fostered a collaborative environment where students could engage directly with industry trends and best practices. I built strong, productive relationships with Dell representatives, facilitating product demonstrations, exclusive internship opportunities, and access to cutting-edge technology solutions for students.
  • I actively promoted Dell’s innovative technologies and enterprise solutions, significantly increasing campus engagement by 30% and creating awareness around key IT developments. My responsibilities included facilitating interactive sessions designed to help students grasp emerging IT trends, including cloud computing, data analytics, and software development practices, thus enhancing their technical skills and improving career readiness.
  • Additionally, I coordinated cross-department collaboration to ensure maximum event outreach, enabling high levels of student participation. I carefully planned each event, managing logistics, speaker coordination, and promotional strategies to ensure impactful delivery. My role helped create a vibrant campus tech community where students could explore real-world technologies, apply their learning, and prepare for professional growth.
Brand Ambassador TrainingCustomer Relationship Management (CRM)

Microsoft

Campus Ambassador

Jul 2017Nov 2019 · 2 yrs 4 mos · India

  • As a Microsoft Student Partner (MSP), I served as a student technology ambassador, empowered to build and foster Microsoft communities on campus while sharing my passion and expertise in cutting-edge technologies. I had the honour of being invited by Microsoft to the BITS Pilani Summit, a three-day immersive event where I represented my college. During the summit, I received advanced training on emerging technologies such as Augmented Reality (AR), Virtual Reality (VR), Microsoft Azure, and Microsoft HoloLens, gaining hands-on experience and industry insights. The event also included engaging entertainment sessions, such as DJ performances and interactive games, and I was fortunate to receive three exclusive Microsoft goodies in recognition of my active participation.
  • Throughout my tenure as an MSP, I actively represented the campus at multiple Microsoft-sponsored workshops and events, promoting key technologies including Azure, Visual Studio, and Power BI. I built and nurtured a vibrant student tech community, encouraging knowledge sharing around software development, cloud computing, and data science, while facilitating hands-on coding bootcamps and interactive technical sessions to empower students with practical, industry-relevant skills.
  • Acting as a crucial liaison between students and Microsoft, I provided guidance on pursuing Microsoft certifications and mapped career pathways to help students advance professionally. I also contributed to both online and offline campaigns, successfully increasing student participation in global Microsoft challenges and hackathons, thereby amplifying campus engagement with the broader Microsoft ecosystem.
Microsoft ProductsCustomer Relationship Management (CRM)Event Organizing

Education

Loughborough University London

Master’s in International Management — International Business

Jan 2023Mar 2024

Jawaharlal Nehru Technological University Kakinada (JNTUK)

Bachelor of Technology - BTech — Computer Science

Jan 2017Jan 2020

Stackforce found 100+ more professionals with Snowflake & Data Integration

Explore similar profiles based on matching skills and experience