Amit Singh

Data Engineer

Bengaluru, Karnataka, India3 yrs 9 mos experience

Key Highlights

5+ years of experience in the Software Industry.
Expertise in Data Engineering and Machine Learning.
Proven track record in optimizing data processes.

Stackforce AI infers this person is a Data Engineer with strong capabilities in SaaS and Fintech environments.

Contact

Skills

Core Skills

AwsSqlData EngineeringData AnalysisSoftware DevelopmentFullstack Development

Other Skills

API DevelopmentAWS GlueAWS SageMakerAlgorithmsAmazon Web Services (AWS)Application FrameworksAutomated Machine Learning (AutoML)AutomationAzure Data LakeAzure DatabricksC++CloudwatchComputer ScienceConvolutional Neural Networks (CNN)DSA

About

5+ years of experience in the Software Industry with skills in technical leadership, communication, and presentations. Experienced in the full project life cycle from design to implementation to integration. I am comfortable in these areas: - Data Science - DSA - Problem-solving - Data Engineering - NLP - Machine Learning - Deep learning Skillset: Languages: Python(5/5), C++(4/5), Java(4/5). EDA: Pandas, NumPy, Matplotlib, Seaborn, ScikitLearn Framework: FastAPI, flask, Django, Spring Databases: SQL, MongoDB, Graph Distributed Platforms: Pyspark, Hadoop. data bricks IAAS: AWS, EC2, S3, Sagemaker, Azure, Tools: GitHub, Bitbucket, GitLab, Trello, Jira, Azure DevOps

Experience

3 yrs 9 mos

Total Experience

11 mos

Average Tenure

Current Experience

R systems

Data Engineer II

Apr 2024 – May 2025 · 1 yr 1 mo · Noida, Uttar Pradesh, India · Hybrid

Pentair

Software Engineer

Apr 2024 – May 2025 · 1 yr 1 mo

Automated OTA monitoring, reducing manual effort by five workforces. Power BI dashboards for resource management for working hours, capacity, and availability using ONE Plan. Created OTA Monitoring Quicksight dashboards using Glue, S3, SQL, Cloudwatch, and lambda. Optimized datasets, reduced processing time by 90 percent through SQL queries optimizations.

AWSSQLPower BIGlueS3Cloudwatch+1

Bajaj finserv

Data Engineer

Feb 2023 – Jan 2024 · 11 mos

Conducted exploratory data analysis (EDA) on datasets exceeding 10 million records. Identified financial patterns to detect agent behavior anomalies. Analyzed financial datasets to detect agent behavioral issues and optimize money rotation cycles. Streamlined data collection processes, reducing processing time by 42 percent through automation and SQL optimizations. Deployed scheduled jobs to track and analyze non-compliance transactions, enhancing data accuracy and regulatory compliance. Led a team of six members.

EDASQLAutomationData EngineeringData Analysis

Valorant

Software Engineer

Dec 2021 – Jan 2023 · 1 yr 1 mo · Bangalore Urban, Karnataka, India · Remote

Worked on an S&OP tool for one of the fortune 500 clients.
The architecture for the backend in Django and frontend in react.js. Build the API to invoke the excel solver to optimize the tools.
Mentor the junior developer to achieve their target to complete the module.
Design the full flow of the software and build the API to download the schedule for the manufacturing company to run the packaging, making, and inventory.
Developed model using Gurobi Solver to optimize the tool.

DjangoReact.jsAPI DevelopmentSoftware DevelopmentFullstack Development

Envirya

Software Engineer

Dec 2020 – Aug 2021 · 8 mos · Gurugram, Haryana, India · Remote

NHAI/Prebid query Platform
Worked on data extraction from PDF using a python module to extract the data from NHAI official tender. Store the extracted different clauses from the pdf document as unstructured data in mongo.
Did tasks related to docker to the deployment of the application.
Build API for organization structure and different authentication to the user.
Work on Apache Kafka and MongoDB to make Data- pipeline to store the producer and consumer data.
Build flask API in python to solve the similar meaning of the text using NLP.

PythonMongoDBDockerNLPKafkaData Engineering+1