Projects

With a B.S. in Computer Science and over 7 years of experience, I've transitioned from a Data Engineer to a highly effective Cloud/Platform Engineer. My expertise lies in designing and deploying robust, high-availability infrastructure across platforms like OpenStack, AWS, and GCP, specializing in Kubernetes orchestration, CI/CD with Terraform and GitLab CI, and optimizing data pipelines.

I am driven by impactful results, having engineered an in-house network visibility platform that achieved over $200,000 in annual cost savings. My skillset extends to Machine Learning (PyTorch) and managing high-performance databases (PostgreSQL, Snowflake, MongoDB).

Self-Hosted Baremetal Kubernetes Cluster

infrastructure

Personal project serving as a live, full-stack demonstration of Platform Engineering proficiency, hosting personal applications and this website.

Deployed on 3 baremetal servers running Ubuntu, virtualized with MicroK8s, and using local NFS storage for persistent data. Implemented essential Kubernetes services including metallb for load-balancing, calico for networking, and coredns. Automated deployments using ArgoCD (GitOps) for seamless, continuous application delivery.

Kubernetes MicroK8s Ubuntu NFS metallb calico coredns ArgoCD Cloudflare Tunnels

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Custom Network Observability Platform

infrastructure

In-house network visibility solution replacing licensed product, achieving over $200,000 in annual cost savings.

Spearheaded the design, engineering, and deployment of a custom network visibility solution using Telegraf, Filebeat, Python, and Kubernetes. Integrated with S3 storage and HA PostgreSQL clusters including streaming replicas with pg_vector and pg_analytics. Implemented comprehensive monitoring for big data processing.

Telegraf Filebeat Python Kubernetes AWS S3 PostgreSQL pg_vector pg_analytics

OpenStack Private Cloud Infrastructure

infrastructure

Architected and deployed a private OpenStack cloud infrastructure for telecom data platform.

Architected and deployed a private OpenStack cloud infrastructure for a telecom data platform, optimizing networking, routing, and security. Deployed highly available MicroK8s clusters for separate development, testing, and production environments, developing custom solutions for operations orchestration and cluster administration.

OpenStack MicroK8s Terraform Bash Networking Security Groups DNS

ML Network Health Detection System

Containerized regression ML models in PyTorch to identify unhealthy network devices.

Designed and developed containerized regression ML models in PyTorch to identify unhealthy network devices, creating custom deployment and training pipelines. Created ETL data pipelines for data aggregation required to train ML regression models. Deployed models in HA microk8s cluster alongside other containerized applications.

PyTorch Python Machine Learning ETL Kubernetes Docker Regression Models

Data Warehouse Modernization

data

Developed and maintained a data warehouse for BI and company operations.

Developed and maintained a data warehouse for BI and company operations, integrating technologies like SQL/PLSQL, Python, AWS S3, and Snowflake. Developed custom Python applications to support new ETL demands and business operations. Updated older PLSQL stored procedures to be compatible with Snowflake, improving data accessibility and performance.

SQL PLSQL Python AWS S3 Snowflake SSMS ETL Data Modeling

Data Analytics Automation Platform

data

Automated data cleaning processes and developed daily progress reports.

Contributed to a cohort project analyzing loans and sustainability using Python (Pandas) and SQL for reporting purposes. Automated data cleaning processes and developed daily progress reports, improving data analysis efficiency. Created daily progress reports on Python/Pandas exploration and automated data cleaning processes.

Python Pandas SQL Data Cleaning Automation Reporting

                Highlighted Achievements
                Flit-Path Scholarship: Finalist and recipient of the Flit-Path 4-year scholarship
5K/Family Event: Planned and managed a 5K event to raise awareness for cancer and ALS
ShellHacks 2019: Developed demo web application with Vue.js and Node.js
Career Progression: Progressed from Data Engineer to Cloud/Platform Engineer

            

                Innovative Solutions
                CI/CD Processes: Implemented ArgoCD and Airflow for seamless delivery
Cloud Infrastructure: Architected across AWS, GCP, Azure, and OpenStack
Containerization: Managed highly available Kubernetes clusters
Data Platforms: Built scalable platforms with PostgreSQL, MongoDB, ArgoCD

            

Self-Hosted Baremetal Kubernetes Cluster

Custom Network Observability Platform

OpenStack Private Cloud Infrastructure

ML Network Health Detection System

Data Warehouse Modernization

Data Analytics Automation Platform

Highlighted Achievements

Innovative Solutions

Coming Soon