My Journey
A timeline of my professional experiences, from my first internship to building cutting-edge AI solutions. Each role has shaped my growth as a software engineer. Currently seeking New Grad 2026 opportunities.
Sep 2025–Present
Software Engineer
AugmentCurrent
San Francisco, CA
Building Augie, an AI-Agent Teammate for shippers, brokers, and carriers.
ReactTypeScriptPythonAI/ML
Jan 2025–May 2025
Machine Learning Engineer
Safari AI
New York, NY
Video Intelligence Platform transforming edge detections into business metrics.
Key Achievements:
- •Fine-tuned Faster R-CNN models on 2,000+ images, improving mAP by 10%
- •Deployed data-sampling on AWS Sagemaker to reduce ML infrastructure workflow
- •Containerized sampling jobs with Docker, cutting cloud costs
- •Built 45+ custom Apache Flink and Pulsar streaming engines
PythonComputer VisionAWSMLOpsDocker
May 2024–Aug 2024
Software Engineer
OnOrder - Stealth Startup
Toronto, ON
CRM for Kitchen & Bath Showrooms and End-to-End Platform for Interior Designers.
Key Achievements:
- •Implemented RAG model with Langchain and Pinecone, embedding 300,000+ product vectors
- •Utilized OpenAI LLM Agents to automate product creation
- •Trained YoloV8 model, annotating 5,000+ images of kitchen and bathroom items
- •Deployed Flask backend on Railway using Docker
LLMPythonGraphQLNode.jsNext.jsTypeScript
Sep 2023–Dec 2023
Software Engineer
TD Securities
Toronto, ON
Financial Solution Groups - Corporate Loans and Residential Mortgages.
Key Achievements:
- •Created full-stack interface for residential mortgages with C#, WPF, and MS SQL
- •Optimized file archiving processes using Python and Shell scripts
- •Utilized Test-Driven Development (TDD) methodology
- •Migrated Jenkins Server with 20+ jobs to production
C#SQL.NET FrameworkPythonLinux
Jan 2023–Apr 2023
Business System Analyst
TD
Toronto, ON
Change Management / Application Onboarding.
Key Achievements:
- •Created dashboards in ServiceNow to analyze Change Management data
- •Automated Confluence page processes using Power Query
- •Supported stakeholders with Change Management best practices
ServiceNowPower QueryExcelBusiness Process Improvement
May 2022–Aug 2022
Software Engineer
Loblaw Digital
Toronto, ON
Pharmaceutical Ingestion System.
Key Achievements:
- •Resolved incident tickets for microservices on pharmacy app
- •Applied Excel macros to compare datasets and reduce validation time
Shell ScriptsSQLExcelPythonLinux