SUMIT KUMAR
Bangalore
Summary
With 15+ years of strong experience in software industry with mutiple hat as IC, Team lead, Technical Manager on various areas such as Data Engineering, Production, Dev/MLOps and, I strive to bring high-quality business intelligence solutions to businesses seeking higher efficiency. With expertise in advanced statistical algorithms, machine learning and forecasting and currently pursuing MS in AI/ML.
Overview
19
19
years of professional experience
Work History
Senior Data Engineer
Koch Business Solution India Pvt Ltd
Bangalore
05.2024 - Current
- Created ETL scripts to move and transform data from various sources into a centralized repository.
- Ensured data accuracy through regular testing and validation procedures prior to deployment in production environments.
- Analyzed user needs and created logical models that met those needs while adhering to industry standards.
- Optimized existing queries in order to improve query performance and reduce the load on the server.
- Designed, built, and maintained high-performance databases for reporting and analysis purposes.
- Demonstrated strong problem-solving skills, resolving issues efficiently and effectively.
Senior Technical Manager
Netradyne
Bangalore
01.2021 - 01.2023
- Responsible for providing End to End customer centric solutions for Analytics and SAAS products offering from Netradyne
- Designed and implemented comprehensive Data Quality completeness controls within the data lake, ensuring only accurate data is used by consumers
- Directed the streams of Transactional, Data Quality, and Historical Data Migration with an unwavering commitment to ensuring a seamless cloud transformation
- Responsible for analysing various data pattern and provide best recommendation
- Work with Core Analytics team to strengthen processes and deliver high performance developed model backed by various metrices like Precision, Recall, F1 Score, AUC/ROC curve
- Manages Platinum customer expectations and user query with data backed discussion approach
- Responsible to onboard new customers, define the framework of operation with technical program managers, customer success team and various development team
- Technically understand the products offering and help team on decision making
- Hiring diversity, Onboard resources and help them to excel in their career
- Identified business opportunity and converted them into business expansion roadmap
Chapter Manager
Société Générale Global Solution Centre
Bangalore
01.2016 - 01.2021
- Providing leadership to Projects and directing project teams in delivery of highquality solutions within committed timeframe
- Part of the team for Technical Planning, Design and Architect cloud-based solutions
- Optimize ETL pipelines, Data Storage, Compute Resources by reducing the overall cost
- Participated and managed A@S transformation strategy and transform team from convention production team to DevOps model
- Set up global team out of GSC and act as Global manager
- Focused on Customer/Client engagement and Customer satisfaction
- Efficiently maintaining and enhancing Continuous Integration/Development environment on a real-time basis, monitor builds, maintain configuration and develop automation
- Engaged with global customers to define problem statement and recommendations for resolution
Lead Software Engineer
Fidelity Investments
Bangalore
01.2011 - 01.2016
- Industry experience in managing Production management, Release Management, Robotic Process Automation
- Experience in working with several teams for applications issues resolution and experience in handling effective stakeholder Communication
- Good knowledge on Informatica, Data Lake, HPOO and Automation Anywhere
- Excellent 'communication', 'time management', 'team-working' and interpersonal' skills
- Quick learner of new technologies & positive attitude towards the changes in the industry
- Having considerable experience in UNIX, SQL Queries and ELK stack
- Involved in various process and technical design improvements to gain the higher productivity
Senior Software Engineer
HCLTech
Bangalore
01.2006 - 01.2011
- Responsible for designing, developing and implementing workflow program, presentation and handled various phases of interface development based on technical specification
- Analysed the user needs & software requirements to determine feasibility of design within time and cost constraint
- Consulted with customers about software system design and maintenance
- Involved in deployment and postproduction fixes of any bugs
- Interacted with team members to ensure smooth progress of project work; ensured adherence to quality norms throughout implementation process
- Identified & analysed defects, questionable functions, errors and inconsistencies in software program functions, outputs and content
- Created procedures for system monitoring, recovery, backup and optimization
Education
BE - Computer Sceince and Engineering
VTU
Belgaum01.2006
Skills
- Python
- Unix
- Tableau
- SQL
- NumPy
- Pandas
- Redshift
- DataBricks
- PyTorch
- PySpark
- HDFS
- HBase
- MapReduce
- Lambda
- Scikit-learn
- Informatica
- Control-M
- IBM MQ
- ETL development
- Data modeling
- Data analysis
- Data pipeline design
Accomplishments
- Implemented and designed a RPA process that resulted effective gain of 3 FTE ~ close to 28% saving of the project budget.
- On-Perm to Cloud migration of Exadata warehouse to Cloud based infrastructure to reduce overall project budget by 17% YoY.
Timeline
Senior Data Engineer
Koch Business Solution India Pvt Ltd
05.2024 - Current
Senior Technical Manager
Netradyne
01.2021 - 01.2023
Chapter Manager
Société Générale Global Solution Centre
01.2016 - 01.2021
Lead Software Engineer
Fidelity Investments
01.2011 - 01.2016
Senior Software Engineer
HCLTech
01.2006 - 01.2011
BE - Computer Sceince and Engineering
VTU
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