BAMBO

BACHELOR OF SCIENCE, BIOLOGICAL SCIENCE (Minor in Computer Science)

University of Windsor, Windsor, ON

Bachelor of Science degree with major in Biological Science and minor in Computer Science, providing a strong foundation in both scientific methodology and technical computing skills.

Cloud & Infrastructure

AWS Services: CloudFormation, Athena, SAM, SageMaker, Lambda, API Gateway, ELB, EC2, Airflow, S3, DynamoDB, Aurora, RDS, Kinesis, EKS, ECS, Elastic Beanstalk

Networking: VLANs, ACLs, OSPF, EIGRP, RIP, BGP, DNS, DHCP, MPLS, VPC, HSRP, VRRP, QoS Traffic, STP, NAT, SSH, TCP/IP

DevOps & Automation

Containerization: Docker, Kubernetes, VMware, Virtual Box

Automation: Terraform, Ansible, Puppet, Chef, Jenkins, AWS Native CI/CD

Scripting: Python, PowerShell, Bash, YAML, JSON

Machine Learning & Data Engineering

ML/DL: PyTorch, TensorFlow, Scikit-learn, Pandas, NumPy, SageMaker Studio

Generative AI: LLM fine-tuning, RAG, Prompt Engineering, LangChain, Hugging Face

Data Processing: Kafka, Celery, PostgreSQL, real-time analytics

FREELANCE CONSULTING - FULL STACK PYTHON & PYTORCH DEVELOPMENT – Canada Wide

Apr 2023 - Jun 2025

• Architected and deployed a multi-tenant, cloud-native property management SaaS platform using microservices architecture with Django, Flask, and React frontend, resulting in 30% reduction in time-to-market
• Engineered scalable data ingestion pipeline handling 1M+ daily transactions using Kafka, Celery, and PostgreSQL, improving processing speeds by 400%
• Led end-to-end development of custom e-commerce platform with real-time inventory management and ML-powered recommendation engine, supporting 150% increase in online sales
• Developed computer vision model using PyTorch and YOLOv5 for manufacturing defect detection, achieving 97% mAP and reducing manual inspection time by 25%

NTG SOFTWARE DEVELOPERS, TORONTO – Cloud & Network Engineer

Jan 2014 - Apr 2023

• Worked closely with Cloud Architect teams using AWS serverless architectures, AWS CDK, AWS Fargate, AWS EKS & ECS and other cloud development applications like Docker and Kubernetes
• Installed and configured switches and routers using automation tools such as Ansible and Bash scripting while working with DevOps teams using AWS Native CI/CD, Jenkins, Jira, Dynatrace, Scalr and Terraform
• Managed $2M project from initiation to closure using PMP best practices, achieving 98% client satisfaction rating while delivering all milestones on time and within budget
• Onboarded new users to Active Directory on Azure and implemented security rules with Azure notification alerts (CPU, MEM, Backup, app gateway latency) in conjunction with Microsoft Exchange
• Configured Kubernetes Replication controllers and managed Kubernetes charts using Helm, created reproducible builds and setup Docker for automated container deployment through Jenkins
• Extensively worked with Bash & PowerShell to automate SQL tasks and environment management on Windows machines using Microsoft network protocols like SMB/CIFS/MAPI/ActiveSync/SQL