REF / SOFTWARE
Software work.
Production web apps. MVPs, rebuilds, platform engineering: the boring code that pays rent.
01
INDEX
All projects.
Scan the row, click to read the full case study.
#ProjectDomainRoleYearOutcome
01Spring Boot AI Error Analyzer - Open Source LibraryOpen Source - Java / Spring Boot Community · The Problem
Every Java team I've worked with loses hours per week to the same ritual: an exception fires in production, an engineer copies the stack trace into a chat, scrolls past framework noise to find the one line that matters, then walks back through the
SoftwareAuthor & Maintainer2026Published on Maven Central, MIT licensed, ~$0.001 per analyzed error02Employee Training & Knowledge Management SystemManufacturing & Industrial Equipment Company · The Problem
A 400-employee manufacturing company tracked training and compliance certification through paper records and a shared Excel workbook. When an auditor asked for evidence that all employees on the production floor had completed their mandatory safety
SoftwareLead Engineer2023100% compliance certification digitised03Housing Society Access Control & Visitor Management SystemResidential Community Management Co. · The Problem
A large residential community with 3,000+ units across 8 towers had no digital access control. Visitor management was handled through paper registers at each gate. guards manually recorded visitor names, vehicle numbers, and times. Residents receiv
SoftwareLead Full-Stack Engineer202412,000 residents managed04AI Personal Health Assistant - Wearable Integration & Symptom AnalysisThe Problem
People with chronic conditions, fitness goals, or health concerns are often told to "track their symptoms". but paper health journals have poor adherence, and most health apps present raw data without context. What people actually need is a system
SoftwareLead Mobile & Backend Engineer202494% symptom tracking adherence at 30 days05Hardware Store Chain Management SystemHardware & Building Materials Retailer · The Problem
A hardware retail chain with 12 branches was running each location on a different piece of software. some on old desktop POS systems, some on spreadsheets. Inventory was managed per-branch with no central visibility. When customers asked "can you c
SoftwareLead Full-Stack Engineer2022-202312 branches unified on one platform06KYC & AML Compliance Tools SuiteCompliance Technology Company · The Problem
A fintech compliance startup was offering KYC (Know Your Customer) and AML (Anti-Money Laundering) services to smaller financial institutions that couldn't afford enterprise identity verification tools. Their existing workflow was largely manual. c
SoftwareLead Backend & Integration Engineer20244 min average KYC completion time07AI Exam Generation & Automated Grading SystemThe Problem
Creating high-quality assessments is enormously time-consuming for educators. A single well-crafted exam. with varied question types, appropriate difficulty distribution, rubric-aligned marking criteria, and balanced topic coverage. can take 8-12 h
SoftwareLead Engineer202482% reduction in exam preparation time08Multi-Depot Logistics Management & Fleet Tracking SystemRegional Freight & Courier Company · The Problem
A regional freight company with 6 depots and 120 vehicles was managing deliveries through a combination of WhatsApp groups, spreadsheets, and phone calls. Dispatchers had no real-time visibility into vehicle locations. Customers had no way to track
SoftwareLead Full-Stack Engineer2023-202435% reduction in delivery exceptions09HRMS - Human Resource Management System for Mid-Size EnterpriseProfessional Services & Consulting Firm · The Problem
A 600-employee professional services firm was managing HR across three separate tools: a legacy HR system for employee records, a separate payroll tool, and leave requests via email to managers. None of the systems talked to each other. When HR nee
SoftwareLead Full-Stack Engineer2022-2023600 employees on one system10Contactless Fingerprint Capture SDK for Mobile KYCIdentity Verification Platform · The Problem
Traditional fingerprint readers require physical contact with a scanner. which creates hygiene concerns, requires dedicated hardware, and makes remote identity verification impossible. The client was building a KYC platform that needed fingerprint
SoftwareLead Mobile & Computer Vision Engineer2023-202498.3% capture success rate in field testing