// Projects & Architecture

Digital products with a point of view.

A structured 3-tier index of autonomous digital products, enterprise systems, and selected engineering explorations.

01 // FLAGSHIP PERSONAL PRODUCTS

AUTONOMOUS SOFTWARE SYSTEMS

4 LIVE AUTONOMOUS SYSTEMS
01 / LEARNING PRODUCT● LIVE
MANHTX LAB // MEMO

Memo

A calm vocabulary retention system designed around context, spaced repetition via the modern FSRS model, and an attention-respecting review rhythm.

CORE MECHANISM

Contextual sentence mining via Chrome extension → Automatic tokenization & difficulty indexing → Free Spaced Repetition Scheduler (FSRS) scheduling → High-focus Remember / Forget review surface.

DECISION: Adopted the modern Free Spaced Repetition Scheduler to account for memory retrievability and card stability dynamically rather than relying on brittle heuristic decay factors.
Inspect Case Study ↗
02 / FINANCIAL RESEARCH● LIVE
MANHTX LAB // MACROLENS

MacroLens

A research workspace for economists, analysts, and investors to explore macroeconomic indicators, sovereign cycles, and cross-country relationships with strict data provenance.

CORE MECHANISM

Multi-source indicator synchronization → Epistemic tagging (Actual vs Estimate vs Forecast vs Simulation) → Cross-series temporal correlation → Reader-focused research canvas.

DECISION: Hard data observations are visually demarcated from forecasts and estimates to prevent misleading narrative bias in analysis.
Inspect Case Study ↗
03 / TRAVEL INTELLIGENCE● LIVE
MANHTX LAB // FARELY

Farely

A flight discovery engine focused on uncovering genuine route opportunities and fare anomalies without dark-pattern scarcity or deceptive countdowns.

CORE MECHANISM

Route graph traversal → Net travel duration evaluation → 30-day historical fare baseline comparison → Deliberate opportunity notification.

DECISION: A cheap ticket with an exhausting 28-hour layover is not a bargain. Farely penalizes excessive layovers in its discovery engine.
Inspect Case Study ↗
04 / GEOSPATIAL PLANNING● LIVE
MANHTX LAB // PROPLENS

PropLens

A map-first property research workspace designed to evaluate parcels, boundary polygons, and historical transaction context directly on the map canvas.

CORE MECHANISM

Mapbox GL interactive vector canvas → Direct spatial boundary drawing & line measurement → Local offline parcel storage → Supabase data synchronization.

DECISION: The map canvas is the primary interaction surface; metadata panels update dynamically based on the current visible boundary.
Inspect Case Study ↗
02 // SELECTED ENTERPRISE SYSTEMS

OPERATIONAL & MOBILITY PLATFORMS

HIGH-CONCURRENCY ARCHITECTURES
05

XanhSM Driver

Mobile Product · Senior Product Designer — Mobile Workspace & Ergonomics

A dedicated driver mobile workspace for receiving trips, navigating safely, managing earnings, and maintaining operational visibility under high physical and cognitive stress.

Inspect System ↗
06

VinFast MHU

Automotive UX · Senior UX Designer — In-Car Infotainment & Interaction Craft

In-car head unit infotainment interface balancing navigation, vehicle climate controls, media playback, and driving telemetry under strict driver distraction regulations.

Inspect System ↗
07

CDP VCcorp

Enterprise Analytics · Product Designer — Enterprise Data & Segmentation Workflows

An enterprise customer data platform enabling marketing, content, and data teams to build complex audience segments, inspect customer timelines, and dispatch behavioral campaigns.

Inspect System ↗
08

CellTechZA LMS

EdTech Platform · Product Designer — Multi-Stakeholder Academic Workflows

A learning management and academic tracking platform connecting school administrations, educators, students, and parents around clear educational progress.

Inspect System ↗
09

PR-IMS

Workflow System · Product Designer — Commercial Booking & Editorial Workflow

An end-to-end commercial PR inventory workflow system for booking editorial media positions, managing price approvals, reviewing article drafts, and tracking publications.

Inspect System ↗
10

Internet Index

Market Intelligence · Product Designer — Executive Data Synthesis & Comparative UI

An executive data comparison dashboard helping enterprises monitor internet brand presence, evaluate share-of-voice, and assess competitor digital momentum.

Inspect System ↗
03 // LIVING ARCHIVE & EXPERIMENTS

CURATED DELIVERY RECORD

4 DOCUMENTED SYSTEMS
REFPROJECT & SCOPEDOMAINSYSTEM DELIVERABLEDETAIL
11Admicro World Cup 2022

A commercial campaign structure transforming sports broadcast and editorial attention into clearly defined sponsorship packages and interactive reader activations.

Campaign SystemClear commercial presentation enabled brand sponsors to evaluate digital and television sponsorship returns rapidly.Inspect ↗
12FGF Electric Mobility

A specialized marketplace for buying, leasing, and renting electric vehicles with guided total cost of ownership comparisons.

Marketplace UXUsers moved from initial vehicle interest to scheduling test drives with clearer expectations regarding operational costs.Inspect ↗
13MT Cinema

A streamlined cinema ticketing flow exploring rapid trailer discovery, showtime comparison, and ergonomic seat selection.

Consumer MobileDemonstrated that a clean theater layout with clear screen orientation reduces seat selection errors.Inspect ↗
14VN Travel

A travel exploration and itinerary planning interface connecting scenic destinations, travel advice, and local verified operators.

Travel ExperienceShowcased how spatial grouping of daily attractions prevents over-scheduling and realistic travel pacing.Inspect ↗