Mansi Dhaka

Data Engineer

Toronto, Ontario, Canada8 yrs 6 mos experience
Highly Stable

Key Highlights

  • Expert in building scalable data solutions.
  • Proficient in cloud technologies like Azure and AWS.
  • Strong background in telecommunications software development.
Stackforce AI infers this person is a Data Engineer specializing in telecommunications and cloud-based data solutions.

Contact

Skills

Core Skills

Microsoft AzureBig DataKubernetesAgile MethodologiesSpring FrameworkTelecom BssSoftware Development Life Cycle (sdlc)Telecommunications BillingObject-oriented Programming (oop)Java

Other Skills

5GAgile Project ManagementAmazon Web Services (AWS)AnalyticsApache KafkaAzure DatabricksBig Data AnalyticsBusiness AnalysisCC++CommunicationCore JavaData AnalysisData MiningData Structures

About

Results-driven Data Engineer with years of experience in designing and optimizing scalable data solutions across enterprise environments. Skilled in building robust data ingestion pipelines, streamlining data infrastructure, and enabling large-scale analytics. Currently supporting end-to-end data workflows at TD Bank, leveraging Azure Data Factory, Data Lake, and Databricks to deliver high-quality, reliable data to analytics and data science teams. Experienced in handling diverse file formats, integrating tools like GoldenGate, and optimizing performance across cloud-based pipelines. Previously contributed at Amdocs, leading production deployments and enhancing systems serving millions of real-time telecom subscribers. Strengths include database optimization (Hadoop, PostgreSQL), automation with Python and Shell scripting, and managing containerized services using Kubernetes and OpenShift. Experienced Software Engineer with a demonstrated history of working in the telecommunications industry. Proven ability to develop and manage cross-site teams and achieve on-time project completion. Experience in building software for Telecom BSS Charging and Event Processing and working for successful deployments and migration of major telecom projects. Gained experience working as Scrum Master. Hands-on experience in C, C++, JAVA, Spring, Spring Boot, Microservices, RestAPIs, SQL, Linux, Oracle, Unix, Shell scripting, Hadoop, Impala, SoapUI, Cloudera, Jira, Postman, Kafka, Bitbucket, Airflow, Perforce, Kubernetes, PostgreSQL, Liquibase, Confluence

Experience

8 yrs 6 mos
Total Experience
5 yrs 5 mos
Average Tenure
3 yrs 1 mo
Current Experience

Td

2 roles

Senior Data Engineer

Promoted

May 2025Present · 1 yr 1 mo · Toronto, Ontario, Canada

Data Engineer

May 2023Present · 3 yrs 1 mo · Toronto, Ontario, Canada

Microsoft AzureAzure DatabricksPython (Programming Language)PySparkMySQLBig Data+4

Amdocs

4 roles

Team Lead | Scrum Master

Apr 2022Dec 2022 · 8 mos

Sprint PlanningKubernetesAmazon Web Services (AWS)Requirements AnalysisJiraAgile Methodologies+5

Advanced Software Engineer

Promoted

Sep 2021Apr 2022 · 7 mos

Data StructuresKubernetesSpring FrameworkSpring BootObject-Oriented Programming (OOP)Unix+21

Software Developer Experienced

Promoted

Jun 2019Sep 2021 · 2 yrs 3 mos

Data StructuresSoftware Development Life Cycle (SDLC)Spring BootObject-Oriented Programming (OOP)UnixPolicy and Charging Rules Function (PCRF)+15

Software Developer

Jul 2017Jun 2019 · 1 yr 11 mos

Data StructuresObject-Oriented Programming (OOP)UnixCommunicationJiraMySQL+4

Education

Thapar Institute of Engineering & Technology

Bachelor’s Degree — Computer Engineering

Jan 2013Jan 2017

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