hamza
paracha

Software Engineer

AI • Data • Cloud

About Me

Hello! I'm Hamza, a Software Engineering student at the University of Guelph, specializing in Data Science and AI. My work focuses on the intersection of cloud-native architecture and agentic AI.

I'm an AWS Certified Machine Learning Engineer and Microsoft Certified Data Engineer, building autonomous systems that bridge the gap between complex data and human action. I believe in the power of agents to revolutionize how we interact with technology.

Technologies I work with:

AWS Bedrock AWS Lambda Python Multi-Agent Systems Microsoft Fabric RAG Pipelines GCP BigQuery Serverless
Hamza Paracha

Where I've Worked

Penetration Tester

Sekurity-Partners

June 2024 - May 2025

  • Conducted network vulnerability assessments using Kali Linux and Nmap to identify security gaps in client infrastructure
  • Simulated attack scenarios using Metasploit and analyzed traffic with Wireshark, reducing quantified security risk by over 20%
  • Implemented encryption workflows using PyCryptodome and OpenSSL for secure data handling
  • Delivered technical remediation reports to clients with actionable security recommendations

Things I've Built

CodeSensei
Featured Project · Mac-a-thon 2026

CodeSensei

A VS Code extension and auditable code reasoning engine that indexes your entire repository at the symbol level using AST-aware chunking. Retrieves structurally relevant context via Vertex AI embeddings and generates grounded answers with clickable file and line citations. Includes a React dashboard with an interactive Code DNA dependency graph and Architecture Builder — all derived from your actual code, not LLM speculation.

VS Code Extension Vertex AI (Gemini 3.0) Node.js React Babel AST
View on GitHub
Warden
Featured Project

Warden

An autonomous, self-healing CLI security agent that orchestrates the full vulnerability remediation lifecycle right from your terminal. Features a "Council of Agents" architecture to run powerful scans on repositories, diagnose critical flaws, generate verified patches, and submit professional pull requests seamlessly.

TypeScript Snyk Octokit Multi-Agent System
View on GitHub Live Demo
DigitalFTE
Featured Project

DigitalFTE

Your Personal AI Employee via a powerful CLI interface. An autonomous full-time equivalent (FTE) AI agent that handles complex workflows end-to-end directly from your terminal. Built with production-grade architecture using Python 3.13+, Docker containerization, and advanced multi-agent orchestration.

Python 3.13+ Docker Anthropic API Multi-Agent System
View on GitHub
Google Agentverse
Featured Project

Google Agentverse

A complex environment where intelligent agents collaborate via A2A communication. Features a full data engineering pipeline using Apache Beam/Dataflow to process unstructured data from GCS into searchable insights stored in BigQuery and Cloud SQL with pgvector.

GCP BigQuery Cloud SQL (pgvector) Apache Beam Gemini
View on GitHub

Certifications

Fabric Data Engineer Associate (DP-700)

Microsoft • Dec 2025

Mastered building enterprise-scale data lakehouses, designing medallion architectures, implementing real-time streaming pipelines, and orchestrating end-to-end analytics solutions with Microsoft Fabric.

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AWS

AWS Certified Machine Learning Engineer - Associate

Amazon Web Services • Jun 2025

Demonstrated expertise in building, training, and deploying production ML models using SageMaker, designing scalable ML pipelines, and implementing MLOps best practices for automated model lifecycle management.

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AWS

AWS Certified Cloud Practitioner (CLF-C02)

Amazon Web Services • May 2025

Validated foundational knowledge of AWS cloud concepts, core services architecture, security & compliance frameworks, and cloud economics for designing cost-effective, scalable solutions.

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PCAP - Certified Associate Python Programmer

Python Institute • Jun 2024

Certified proficiency in Python fundamentals, OOP principles, exception handling, file I/O operations, and standard library modules for building robust, maintainable applications.

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Hamza AI

Hamza AI

Ask me anything about Hamza

Welcome. I am an AI assistant representing Hamza Paracha. I can provide information regarding his technical projects, certifications, and professional experience. How may I assist you today?
Processing Pipeline
0ms
Client Request
Preparing payload
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Vercel Edge Function
/api/chat — POST
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System Prompt Guardrails
Context injection + scope filter
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OpenAI GPT-4o Mini
Inference — temperature 0.7
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gpt-4o-mini
POST /api/chat