Learning AI data automation tools
ABHIRAM Samayamantula
Techops Engineer
Summary
Detail-oriented professional with 2.7 years of experience in data analysis, data automation, and technical tasks. Strong mathematical foundation and fluency in Python, SQL, Tableau, and PySpark. Proven ability in designing efficient workflows, implementing automation for complex tasks, and generating valuable insights for decision-makers. Skilled in developing interactive dashboards, performing large-volume data warehouse operations, and proficient in workflow orchestration tools such as AZKABAN and Airflow. Problem solver with adaptability to learn new technologies. Excels in diverse environments, meets deadlines, and demonstrates exceptional communication and leadership skills.
Overview
4
4
years of professional experience
2022
2022
years of post-secondary education
Work History
Tech Ops, DWH
Paytm Payments Bank Limited
10.2022 - Current
- Automated recurring tasks for the extraction, transformation, and delivery of large datasets for KPI and OPS-MIS reports
- Designed robust workflows in Azkaban to ensure accurate and timely delivery of validation checks and reporting via email
- Optimized runtimes for OPS MIS workflows, enabling timely validation and improved efficiency
- Enhanced the delivery pipelines using PySpark for faster processing and seamless big data handling
- Integrated Grafana dashboards for real-time monitoring, enabling on-call production job tracking and rapid issue resolution
- Developed and implemented dashboards to track and monitor live campaigns and operations
- Enhanced operational visibility by integrating real-time metrics for critical KPIs
- Streamlined incident resolution processes through detailed alerting and actionable insights from Grafana dashboards
- Improved the monitoring workflow to ensure system reliability and quick decision-making for ongoing operations
- Ingested and managed compute jobs in high-volume data warehouse environments with stringent SLA requirements
- Automated daily ingestion workflows to deliver critical datasets to business users
- Addressed job execution failures through proactive monitoring and root cause analysis
- Updated and optimized scripts using Python and PySpark to align with market trends and best practices
- Designed and implemented Airflow DAGs for efficient data pipeline orchestration
- Enhanced the scalability and fault tolerance of pipelines, reducing processing downtime
- Improved scheduling and seamless integration across complex systems using Airflow
- Integrated AWS S3 for data ingestion workflows, ensuring efficient data storage and retrieval mechanisms
- super Set dashboard for daily user metrics
Data Analyst
One Communications Limited
05.2022 - 09.2022
- Analyzed and interpreted complex datasets to provide actionable insights for business strategies
- Developed and maintained dashboards and reports using tools like MS Excel and MYSQL
- Utilized SQL to process and organize large transaction level datasets
- Transform, and load (ETL) data into dashboards for real-time analysis
- Designed interactive dashboards to visualize key metrics, enabling faster decision-making for financial teams
- Conducted data cleaning and validation to ensure the accuracy and integrity of analytical outcomes
- Presented findings to stakeholders to support decision-making processes
Campus Ambassador
Krayonnz
07.2021 - 01.2022
- Started as an Campus Ambassador and Appreciation from 'KRAYONNZ' as 'Intern of the mid week' for performing exceptionally well in all the fields
- Maintained healthy relationships with whole team as sub head communicator
- After promoted as an Business Development Associate with a team of 30 members
Engagement And Analytics Manager
Metvy
05.2021 - 07.2021
- Started as an user Engagement Intern and within a span of 2 months got promoted as an Engagement and Analytics Manager
- Managed a team for a time period of 2 months and then promoted as a HR Generalist
- Received Letter of recommendation from the founder of the company based on my performance
Marketing & Sales Intern
Tutoraj
02.2021
- Appreciated as star intern for highest sales in the team and certified with letter of recommendation from the company
Education
B.Sc (Honours) - Mathematics
Hindu College, University of Delhi
Andhra Board (Class XII) - undefined
Tirumala Junior Kalasala
Andhra Board (Class X) - undefined
Tirumala Pro Active High School
Skills
Proficient in Python
SQL Database Management
Py Spark Data Analysis Skills
Tableau Reporting Skills
Airflow Workflow Management
Hadoop ecosystem
Big data technologies
Grafana
AZKABAN
Data ingestion
processing
Script optimization
repository update
Extra-Curricular Activities
Social Media Presenter, Annulus Magazine Team, Hindu College, Delhi University, Handled all social media pages and promoted the page to reach out to every student. Volunteer, Environmental WING, National Service Scheme, Hindu College, Worked in fundraising for 'samvaad'20 event and collaborated with organizations., Volunteered in event management of 'surichi'20. Plantation Drive, DSB Foundation, DELHI, Global Tree for 2.0 Campaign drive. Yoga Nationals, School Games Federation INDIA, Presented state Andhra Pradesh in 63rd National school games under'17.
Interests
Yoga
PG Diploma in Yoga as a professional teacher
Timeline
Tech Ops, DWH
Paytm Payments Bank Limited
10.2022 - Current
Data Analyst
One Communications Limited
05.2022 - 09.2022
Campus Ambassador
Krayonnz
07.2021 - 01.2022
Engagement And Analytics Manager
Metvy
05.2021 - 07.2021
Marketing & Sales Intern
Tutoraj
02.2021
Andhra Board (Class XII) - undefined
Tirumala Junior Kalasala
Andhra Board (Class X) - undefined
Tirumala Pro Active High School
B.Sc (Honours) - Mathematics
Hindu College, University of Delhi