Enterprise Architecture & Intelligence

Data Engineering. Predictive Systems. Scalable Platforms.

MNJ Limited architects robust data pipelines, cloud analytics ecosystems, real-time queuing simulations, and consumer-facing financial and visual intelligence engines.

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Enterprise Data & BI Engineering

Specialized independent consulting delivering scalable cloud data ingestion, warehousing pipelines, and executive-level visualization suites.

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Azure Databricks & ETL

High-performance data extraction, transformation, and load pipelines engineered to handle massive enterprise data volumes with optimal fault tolerance.

  • Automated SSIS & cloud workflows
  • Enterprise logging & telemetry
  • Data warehousing architecture
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Power BI Architecture

Executive semantic models and visually polished corporate dashboards built with rigorous design standards (Manulife green identity patterns).

  • Advanced DAX & dimensional modeling
  • Optimized enterprise reporting
  • Role-based security layouts
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Custom Simulation Engines

Specialized discrete-event simulation models built for complex logistical environments, capacity planning, and throughput optimization.

  • Real-time bottleneck analysis
  • Stochastic arrival modeling
  • Interactive operational dashboards

Live Queue Optimization Simulator

Test the discrete-event queuing algorithm developed by MNJ Limited to eliminate bottlenecks in high-throughput operations like commercial carwashes.

Simulation Parameters

Adjust incoming traffic rates and washing bay capacity to preview real-time queuing performance metrics.

Avg Wait Time
1.4 min
Queue Length
3 Cars
System Utilization
85%
Active Bay Allocation Status

AlphaStock Intelligence Engine

Automated multi-source financial curation engineered to filter market noise and deliver high-signal stock tracking updates.

Custom Email Curation

Digest tailored alerts on selected equities and global news outlets directly to your inbox before market open.

Sentiment Analytics

Algorithmic parsing of financial filings and press feeds to quantify institutional sentiment shifts instantaneously.

Informative Decision Support

Clean, uncluttered dashboard views providing objective telemetry to assist long-term investors and traders.

Wardrobe AI & Garment Matcher

Advanced computer vision technology that links apparel imagery directly to official retail archives and digital closets.

Exact Image Matching

Input or name any piece of clothing to instantly locate the exact promotional post, brand, and retail source.

Wardrobe Curation

Seamlessly integrate discovered apparel styles directly into your personalized digital wardrobe collection.

Style Inpainting Pipelines

Experiment with cutting-edge diffusion model parameters and masked color segmentation maps for custom clothing edits.

Careers & Internships at MNJ Limited

We are expanding our technical team. Explore open roles and internships designed for ambitious engineers passionate about data systems and AI automation.

Full-Time / Contract Remote / GTA

Senior Data Engineer

Lead cloud pipeline deployments, optimize Azure Databricks jobs, and govern large-scale ETL workflows.

Internship Hybrid (Scarborough/GTA)

Data Engineering & BI Intern

Work closely on Power BI dashboard layouts, data cleansing automation, and discrete-event simulation scripts.

Candidate Application Portal

Submit your details for active engineering roles or internship cohorts.