IC
PeriodJul 2021 – Aug 2023
LocationCalgary, AB, Canada
Impact15–25% cost reduction
Websitezeelex.me
Tech Stack
AWSLambdaEDRPostgreSQLComputer VisionNLPCI/CD
About the Company
As an independent data consultant, I delivered scalable cloud solutions, PostgreSQL optimization, and disaster recovery strategies for growth-stage tech firms.
My Journey There
I architected and tested AWS-native disaster recovery plans using AWS Elastic Disaster Recovery, guaranteeing high system availability.
I developed and deployed automated document scanning pipelines integrating computer vision (AWS Rekognition) and NLP (AWS Textract) to automate business document categorization.
I modernized old database architectures, rewriting complex PostgreSQL queries and indexing strategies to achieve up to 25% computational cost reduction.
Key Deliverables & Architectures
- [01]Delivered critical infrastructure upgrades and ML solutions for international tech clients, focusing on cloud migration and high-load systems.
- [02]Infrastructure Resilience & Cost: Implemented a Disaster Recovery plan on AWS EDR ensuring 99% availability, and optimized cloud resource allocation (S3/Lambda) to reduce data storage and processing costs by 15-25%.
- [03]Intelligent Data Processing: Engineered high-throughput pipelines integrating Computer Vision and NLP (AWS Rekognition/Textract), increasing data extraction accuracy by 40% and boosting analytics throughput.
- [04]Architecture Modernization: Orchestrated on-premise to cloud migrations and optimized PostgreSQL schemas for aggregation, achieving a 10% increase in analytics efficiency and standardizing CI/CD workflows.