Kumar Vikram

Software Engineer

Bengaluru, Karnataka, India2 yrs 11 mos experience

Most Likely To Switch

Key Highlights

Improved ML model detection accuracy by 9%.
Reduced unknown face rates from IoT devices by 12%.
Enhanced data analysis capabilities with ETL pipelines.

Stackforce AI infers this person is a SaaS-focused Software Engineer with strong expertise in Machine Learning and Data Engineering.

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Skills

Core Skills

Machine LearningEtlKubernetesCi/cdFront-end Development

Other Skills

Admin Panel DevelopmentAmazon Web Services (AWS)Apache AirflowApache SupersetBack-End DevelopmentBootstrapC++Cascading Style Sheets (CSS)Data StructuresDockerExpress.jsFastAPIGitGitHubGitLab CI

About

I am an experienced Software Engineer with 2 year of experience actively seeking new opportunities. My most recent role at 56 Secure involved implementing machine learning model validation pipelines using Ray Cluster that helped improving detection accuracy by 9%. I also developed a service that reduced unknown face rates from IoT devices by 12% and created ETL pipelines using Apache Airflow to enhance our data analysis capabilities. Previously, I interned at Red Hat, where I optimized Kubernetes operator features and CI/CD pipelines, achieving a 10% improvement in system usability, and at the startup Getwork.org as a Software Engineering Intern. Additionally, I had contributed to the open-source project Meshery.

Experience

Mygate

Associate Software Engineer

Jan 2025 – Present · 1 yr 2 mos · Bengaluru, Karnataka, India · On-site

56 secure

Software Engineer

Aug 2023 – Nov 2024 · 1 yr 3 mos · Bengaluru, Karnataka, India · On-site

Developed an ETL pipeline with Apache Airflow to transfer essential data from MongoDB to MySQL, for efficient analysis in Apache Superset.
Implemented a robust ML model validation pipeline using RAY cluster, improving model detection accuracy by 9%.
Created a face recognition system using Mongo Vector-search, that helped reducing the unknown face rate from IoT devices by 12%.

Apache AirflowRay ClusterMongoDBMySQLMachine LearningETL

Red hat

Software Engineering Intern

Jan 2023 – Jul 2023 · 6 mos · Bengaluru · Hybrid

Developed and fixed features for Kubernetes operator using Golang, improving usability.
Worked on Apicurio Registry K8s operator for effortless deployment of Apicurio Registry.
Implemented automations and transformed them into seamless GitLab CI pipelines.
Dockerized services, deployed it on Openshift clusters to enhance scalability, portability, and reliability of applications.

GolangKubernetesGitLab CIDockerOpenshiftCI/CD

Getwork

Software Engineering Intern

Sep 2021 – Dec 2021 · 3 mos · Remote

Worked on Job management system and added new features.
Developed Admin panel for sales team that increased their efficiency by about 70% .
Maintained the existing software and also integrated it with backend.
Collaborated with other team members in writing reliable React components.

ReactAdmin Panel DevelopmentJob Management SystemFront-End Development