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SELECTED PROJECTS|SOFTWARE, AI & AUTOMATION
CASE STUDIES

Real challenges. Practical technology solutions.

Explore examples of software, AI, automation, and digital products. Discover the problems each project addresses, the approach behind the solution, and the technologies used to meet its requirements.

FocusSoftware & AIApplications and digital products
ApproachPracticalBased on project requirements
PriorityBusiness ValueUseful, maintainable solutions
CODESELF // PROJECT PREVIEW
PROJECT OVERVIEW
Explore Projects
PROJECT 01 // Enterprise SystemsAutomated Data Exchange

Logistics Operations & ERP Data Integration

Connecting warehouse systems, carrier updates, and enterprise software into a synchronized workflow.

Real-TimeData Processing
VerifiedData Accuracy
SubstantialTeam Time Saved
ConsistentSystem Availability
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PROJECT 01Logistics & Supply Chain
Automated Data Exchange

Logistics Operations & ERP Data Integration

Connecting warehouse systems, carrier updates, and enterprise software into a synchronized workflow.

The Challenge

Manual data entry between warehouse software and carrier portals delayed shipment status updates.

Our Approach

Reliable message queue ensures incoming shipment updates are processed smoothly even during peak hours.

Technology Used
PythonFastAPIApache KafkaPostgreSQLDockerRedis
HOW IT WORKSAutomated Data Exchange
01Data Ingestion
↓

Securely receives shipment updates and carrier notifications.

02Validation
↓

Checks required tracking formats and verifies record structure.

03Queue Management
↓

Maintains smooth processing order during peak shipping volume.

04Database Update

Updates central warehouse records and tracking dashboards.

Real-TimeData ProcessingAutomated updates replace manual batch transfers
VerifiedData AccuracyAutomated validation prevents incomplete records
PROJECT 02Legal & Regulatory Compliance
Faster Information Access

Internal Document Search & Knowledge Retrieval

Helping legal and compliance teams quickly find relevant clauses, guidelines, and reference documents.

The Challenge

Staff spent hours reviewing lengthy documents to confirm specific clauses and requirements.

Our Approach

Hybrid search combines keyword matching with semantic understanding to retrieve accurate passages.

Technology Used
PythonQdrantFastAPINext.jsDockerPostgreSQL
HOW IT WORKSFaster Information Access
01Document Indexing
↓

Indexes text and table structures from internal policy archives.

02Query Processing
↓

Understands user inquiries using semantic and keyword matching.

03Passage Retrieval
↓

Identifies relevant sections with verified page citations.

04Summary & Reference

Presents answers with clickable links to original document pages.

InstantSearch SpeedFast retrieval across extensive document collections
VerifiableCitation AccuracyResponses link directly to original document pages
PROJECT 03Commercial Real Estate & Facilities
Offline-Ready Reporting

Field Service Management & Mobile Inspection App

Enabling technicians to complete equipment checklists and synchronize reports from any location.

The Challenge

Lack of internet connectivity in basement facilities prevented technicians from submitting digital forms.

Our Approach

Local device storage allows full inspection workflows to function without cellular coverage.

Technology Used
React NativeNext.jsGraphQLPostgreSQLTailwind CSSAWS
HOW IT WORKSOffline-Ready Reporting
01Inspection Entry
↓

Technician enters equipment checks and photos on mobile device.

02Local Storage
↓

Checklist is saved safely on device even without mobile signal.

03Auto-Sync
↓

Data uploads in background when connectivity is detected.

04Report Generation

Completed summary is available to managers and customers.

FullOffline CapabilityInspection forms complete without active connection
AutomaticSync ReliabilityBackground upload when network is detected
PROJECT 04High-Volume E-Commerce Platform
Faster First Response

Customer Inquiry Automation & Support Routing

Automating common support requests while routing complex cases to team members with full context.

The Challenge

Support staff spent significant time looking up tracking links and verifying order statuses manually.

Our Approach

Identifies customer intent and verifies order information before presenting account-specific updates.

Technology Used
Node.jsTypeScriptPostgreSQLZendesk APIRedis
HOW IT WORKSFaster First Response
01Inquiry Received
↓

Customer message arrives via web chat or email.

02Topic Recognition
↓

System identifies the question type and verifies order details.

03Safe Resolution
↓

Provides tracking link or policy guidance if appropriate.

04Staff Handoff

Transfers complex requests to team members with a full summary.

SecondsFirst ResponseInstant answers for common tracking inquiries
ContextualTicket RoutingComplex tickets transferred with summary notes
PROJECT 05Precision Manufacturing & Packaging
Continuous Defect Check

Automated Visual Quality Check for Packaging

Using on-site camera inspection to identify packaging defects and label misalignments on production lines.

The Challenge

Continuous visual checks caused eye fatigue, leading to missed flaws during high-speed packaging runs.

Our Approach

Local edge processing analyzes images on-site without sending video streams over external networks.

Technology Used
PythonOpenCVTensorRTMQTTDocker
HOW IT WORKSContinuous Defect Check
01Image Capture
↓

Industrial camera captures image as product passes on conveyor.

02Local Analysis
↓

On-site system checks label alignment and packaging condition.

03Line Notification
↓

Alerts line operator immediately when defects are detected.

04Trend Logging

Logs defect counts to assist with equipment maintenance planning.

ConsistentInspection SpeedEvaluates units at conveyor line speed
On-SiteOperationRuns locally without depending on cloud internet
PROJECT 06Omnichannel Retail Network
Consistent Stock Levels

Multi-Channel Inventory & Order Management

Keeping inventory counts synchronized across online storefronts, warehouses, and physical locations.

The Challenge

Delay between online orders and store inventory updates created risks of overselling limited stock.

Our Approach

Temporary reservation holds prevent multiple shoppers from purchasing the same remaining item.

Technology Used
GoRedisApache KafkaPostgreSQLDockerAWS
HOW IT WORKSConsistent Stock Levels
01Cart Reservation
↓

Temporarily holds item during customer checkout.

02Payment Confirmation
↓

Confirms order completion before final deduction.

03Master Record Update
↓

Updates central inventory counts permanently.

04Channel Sync

Broadcasts updated stock figures to store and web catalogs.

ConsistentInventory AccuracyAccurate counts across web and physical stores
FastCheckout ResponseResponsive pages during busy sales promotions
OUR APPROACH

What makes a solution useful beyond launch?

Good software should fit the way people work, connect with the right systems, and remain understandable as requirements change. These are the considerations we bring to each project.

01 — Built around real needs

Common Challenge

Choosing technology before understanding the actual problem can introduce unnecessary complexity.

Our Approach

We begin by understanding the users, processes, constraints, and goals before deciding which solution fits.

02 — Connected to existing tools

Common Challenge

Disconnected systems can create duplicate work and make information harder to manage.

Our Approach

Where appropriate, we plan integrations that help existing tools exchange information and support connected workflows.

03 — Easier to understand and maintain

Common Challenge

Unclear code and missing documentation can make future changes harder.

Our Approach

We aim for readable code, sensible structure, and documentation appropriate to the project.

04 — Thoughtful data protection

Common Challenge

Different projects have different privacy, access, and data-handling requirements.

Our Approach

We consider appropriate access controls and data safeguards based on the project's requirements.

LET'S DISCUSS YOUR PROJECT

Have a problem you'd like to solve?

Tell us about your goals, the process you want to improve, or the product you want to build. We can discuss your requirements and explore an approach that fits your needs.