ABHISHEK UPMANYU

Senior Software Engineer

Bengaluru, Karnataka, India10 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Experienced in building data ingestion pipelines.
  • Developed statistical models reducing costs and risks.
  • Strong engineering background in Java and Python.
Stackforce AI infers this person is a Data Science and Software Engineering professional with a focus on Fintech solutions.

Contact

Skills

Core Skills

JavaSpring FrameworkPythonData AnalysisData Pipeline

Other Skills

AWSAlgorithmsApache SparkCC++CassandraData ScienceData StructuresData VisualizationElasticSearchFunctional ProgrammingGraph DatabasesHTMLHadoopHazelCast

About

Major in Computer Science from IIT Kharagpur. Experienced data scientist and backend Software developer at Goldman Sachs. Strong engineering background and skilled in Enterprise Java, statistics, Python, databases, data structures and algorithms.

Experience

Microsoft

3 roles

Senior Software Engineer Manager

Promoted

Nov 2023Present · 2 yrs 4 mos

  • Spark team in azure fabric and synapse.

Senior Software Engineer

Sep 2021Nov 2023 · 2 yrs 2 mos

  • Azure Synapse Analytics, spark team

Software Engineer II

Nov 2019Sep 2021 · 1 yr 10 mos

  • Azure Synapse Analytics, spark team

Goldman sachs

2 roles

Associate

Dec 2017Oct 2019 · 1 yr 10 mos

  • Working on building a topology for different assets in the firm. Technologies and Languages- Java, Spring Framework, Graph Databases, ElasticSearch, Cassandra.
JavaSpring FrameworkGraph DatabasesElasticSearchCassandra

Analyst

Jun 2015Oct 2019 · 4 yrs 4 mos

  • Developed Statistical models for prediction and anomaly detection, which helped reduce cost and risk for the support team. Also worked on the backend which hosted these models and exposed the model's predictions and performance as a service to the users. Worked on data ingestion pipeline for the statistical models. Technologies and Languages- Java, Python, R, Spark, Kafka, HazelCast, SQL, Hbase, Hadoop
JavaPythonRSparkKafkaHazelCast+3

Ibm india

Polyglot Data List based Information Integration and Governance foundation for MDM and watson.env.

May 2014Jul 2014 · 2 mos · Greater Hyderabad Area

  • “Polyglot Data List” based Information Integration and Governance foundation for MDM, Big Data &
  • Cognitive learning (Big Data): ETL tools today are faced with interesting set of issues involving DataQuality or Data Integration and allied areas like Business Information Exchange concerning MetaData, Business Glossary and Lineage. ETL tools still uses Rowsets concept for payload movement and processing between steps in a job. The data sources which ETL tools today need to deal with have such a broad range that dealing with "polyglot data list" becomes imperative in parallel to the classic rowset concept. This assignment is on finding the best possible representation for the polyglot data, the project will also focus on identifying the set of native operators for such polyglot data. Some examples could be joins on JSON data, Union on Graph data, etc.

Saavn

Software Developer Intern

May 2013Jul 2013 · 2 mos · Mumbai Metropolitan Region

  • I worked on the user flow analysis . This project included writing Hive queries and PHP scripts on Amazon AWS data pipeline framework to extract user flow data . The outcome was a graphical representation of user navigation behaviour pattern from one page to another on www.saavn.com .
HivePHPAWSData AnalysisData Pipeline

Education

Indian Institute of Technology, Kharagpur

B.Tech and M.Tech (Dual Degree) — Computer Science

Jan 2010Jan 2015

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