Applicant Summary

This section provides a high-level overview of my profile, motivation, and core objectives as presented in my application. I position myself as a dedicated, "all-time learner" student, driven by a commitment to translate complex knowledge into tangible, real-world projects.

My academic pursuit is driven by a commitment to translate complex knowledge into tangible, real-world projects, specifically focusing on **enhancing services, accelerating workflows, and making solutions universally accessible**. My recent experience in AI-driven automation directly aligns with IBM's legacy of technical leadership and enterprise innovation.

Core Skills & Approach

My development focus is centered on modern, high-impact technologies. This section categorizes the comprehensive technical skill set utilized across academic, professional, and personal projects.

Project Spotlight: Cherniuk Tech AI Agent

The centerpiece of my recent work is a commercially-focused project for Cherniuk Tech Services Corporation. The goal was to deploy a sophisticated AI Agent to solve key problems for homeowners in the Great Toronto Area (GTA) by providing accurate renovation project estimates.

Key Metric: Estimate Accuracy

A primary goal was commercial accuracy. The agent achieved a 90% accuracy rate by integrating with local pricing data.

Agent Features & Technology

The agent's capabilities are built on a modern tech stack. Explore the features it provides and the technologies that power it.

Technology Stack

  • **Graph & Vector Databases:** For managing complex relationships and pricing.
  • **Local Price APIs:** Connected to GTA store averages.
  • **Cloud Data Storage:** For secure data persistence.
  • **Vector Indexing:** For quick and relevant price lookups.

Interactive Features

The AI Agent is designed to provide precise project estimates for a range of home renovations, including painting, smart device installation, security systems, and general repairs.

In addition to costs, the agent generates actionable recommendations, helping homeowners make informed decisions about their projects and materials.

The system also produces short instructional scripts for daily routines, demonstrating a full-stack approach to problem-solving and homeowner assistance.

Aspiration & Why IBM

This final section outlines my career goals and why I am specifically interested in bringing my skills to IBM. My objective is to scale my experience in a challenging, innovative environment.

I am now seeking an opportunity to apply this deep knowledge of modern data structures and responsible AI development—from ideation to execution—on a much wider spectrum. A 16-month term at IBM would provide the ideal environment to leverage my skills in large-scale system development, contributing meaningfully to your Enterprise AI solutions and expanding my expertise within a world-class team.