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pjvjay/README.md

Hi, I'm Paul 👋

Senior Software & DevOps Engineer · AWS Certified Solutions Architect (Professional) · Burnaby, BC

9+ years building distributed systems, container platforms, and cloud infrastructure across AWS and GCP — with a growing focus on AI/ML tooling, LLMOps, and agentic systems. I like automating things that shouldn't be manual, and building tools that others can actually use.


🛠 What I work with

Cloud & Infrastructure

AWS GCP Kubernetes Docker Terraform ArgoCD Helm

Languages

Python TypeScript Java Kotlin Bash

AI & Data

Claude SDK LangChain AWS Bedrock Apache Kafka Apache Spark Airflow


🔨 Things I've built

Project What it does Stack
pantry-platform GitOps reference implementation — three-tier LLM app (React → FastAPI → Postgres) split across 5 repos; CI builds multi-arch images to GHCR and commits image bumps to a gitops repo; ArgoCD app-of-apps reconciles AKS. A git commit is the only deployment mechanism. Live demo ▶ Kubernetes · ArgoCD · Terraform · GitHub Actions · Kustomize · CloudNativePG
llm-proxy Containerised reverse proxy that screens LLM prompts for harmful content using IBM Granite Guardian before forwarding to OpenAI Python · mitmproxy · NGINX · Docker
kickvoice Real-time speaker identification on Kick.com live streams using ECAPA-TDNN voice embeddings Python · SpeechBrain · PyTorch · streamlink
skyctl Multi-account Bluesky automation library and CLI — post, reply, repost, schedule across accounts Python · atproto · APScheduler · Click
k8s-guestbook-monitoring Kubernetes Guestbook app with Prometheus + Grafana monitoring, deployed via Pulumi IaC TypeScript · Pulumi · Kubernetes · Prometheus
article-illustrator AI pipeline that auto-generates contextually relevant illustrations for markdown articles Python · Claude SDK · LangGraph
transcribe Turns YouTube videos and audio files into searchable transcripts with AI-generated summaries Python · Whisper · Claude SDK
reddit-truth-auditor Scores Reddit posts for factual accuracy using GPT-4o-mini + autonomous GPT-Researcher web agents Python · LangChain · GPT-Researcher
llm-chat-monitor Real-time Kick.com chat monitor via Pusher WebSocket with watchword filtering and JSONL logging Python · websockets
web-to-md Converts web pages to clean, AI-enhanced Markdown files Python · Claude SDK
blog-writer Transforms rough notes into polished blog posts matching your writing style Python · Claude SDK · LangGraph

💼 Experience highlights

Senior IT DevOps Developer — Upgrade Tech (2025–2026) Designed LLMOps practices for a multi-agent customer-service system; built LLM-as-a-judge evaluation frameworks and GenAI automation with Claude SDK and AWS Bedrock.

Software Development Engineer II — Amazon (2022–2024) Senior engineer on AWS Trusted Advisor Priority (~50,000 DAU); expanded services to 5 air-gapped partitions; reduced operational load 50%+ through statistical analysis and automation.

DevOps Engineer — PitchPoint Solutions (2020–2022) Led GCP migration from on-prem; architected a highly-available Elasticsearch cluster on GKE (Helm/StatefulSets) — cut operational costs 80%.

Tools & Infrastructure Engineer — Google / Apigee (2018–2019) Built Kubernetes orchestration framework for running end-to-end tests across 15,000+ configurations on GCP.

Software Engineer — PayPal (2016–2018) Built ETL pipelines with Apache Spark/Airflow on Hadoop/HDFS; open-source contributor to PayPal's Hadoop NameNode Analytics project.


🎓 Education & Certifications

🏅 AWS Certified Solutions Architect — Professional (2024)
🏅 AWS Certified Developer — Associate (2023)
🎓 B.Sc. Computer Science, Statistics Minor — University of Illinois at Urbana-Champaign (2016)
    Dean's List · Lead TA CS241 Systems Programming · NLP Research published at LREC 2016


📬 Get in touch

Email LinkedIn

Popular repositories Loading

  1. voice_profiler_toolkit voice_profiler_toolkit Public

  2. article-illustrator article-illustrator Public

    AI-powered tool that auto-generates contextually relevant illustrations for markdown articles

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  3. blog-writer blog-writer Public

    Transform rough notes into polished blog posts that match your writing style using AI

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  4. tips-synthesizer tips-synthesizer Public

    Turn scattered tips and tricks into cohesive, well-organized guides using AI

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  5. transcribe transcribe Public

    Convert YouTube videos and audio files into searchable, quotable transcripts with Whisper + AI summaries

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  6. web-to-md web-to-md Public

    Modular tool that converts web pages into clean, AI-enhanced Markdown files

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