IT & Application Support · Data & Business Analyst (MIAGE 2IS) — Toulouse, France
Five-plus years of IT support, system administration and application support in the banking sector, now completing a Master MIAGE 2IS — Innovative Information Systems at Université Toulouse Capitole. What interests me is the seam between the two: understanding why a process fails, measuring it with data, then building the tool that fixes it.
🔗 Portfolio: mintesnotyimer.github.io · 📫 yimermintesnot@gmail.com · 💼 LinkedIn
Open to roles and internships in application support, data analysis and business analysis.
| Project | What it does | Built with |
|---|---|---|
| Sam Network E-Commerce (private) | Five-month M2 internship: a Laravel platform connecting a retailer's EasySTOCK point-of-sale to an online storefront with Click & Collect, home delivery and Stripe. 489 automated tests. | Laravel · Livewire · Filament · Stripe · MySQL |
| Strategic Voting Dynamics | Agent-based simulation of strategic voting over the 2022 French presidential field, with a BiLSTM surrogate model that scales the dynamics to 100,000 voters. | Python · TensorFlow · GAMA · NetworkX |
| Retail Sales Behaviour | Polyglot big-data pipeline comparing online browsing against in-store purchases: Hadoop MapReduce for log ETL, Spark for the relational analytics. | Hadoop · Spark · Scala · Java · Spark SQL |
| Flood Crisis Process Intelligence | Process mining on crisis-response event logs — discovery, conformance checking, automation and simulation. Cut the modelled response from 147.7 weeks to 44. | SQL · Python · ProM · Iterop · BIMP |
| US Air Quality 2013–2023 | Ten years of AQI readings analysed state by state, separating structural improvement from wildfire-season spikes. | Python · pandas · seaborn · Power BI |
| Smart Library | End-to-end IoT monitoring: a Raspberry Pi counts occupancy per zone and reads comfort sensors, publishing over MQTT into a time-series store that Grafana turns into dashboards. | Python · Raspberry Pi · MQTT · Telegraf · InfluxDB · Grafana |
| Obesity Level Prediction | Seven-class supervised classification from lifestyle and health features. Logistic regression reached 96.7% and was preferred for staying interpretable. | Python · scikit-learn · GridSearchCV |
| Crossword Solver | DFS, BFS and a constraint-satisfaction model benchmarked on the same puzzles to show where naive search stops scaling. | Python · OR-Tools · python-constraint |
| QApp | Spring Boot quiz platform exposing a REST API and a Thymeleaf UI over one service layer, with unit, integration and acceptance tests. | Java · Spring Boot · JPA · JUnit · Cucumber |
| FitApp | User-centred design case study for amateur triathletes — persona, prototypes, heuristic review and usability testing. SUS score 76.25. | Balsamiq · Paper prototyping · SUS |
Data & BI — SQL (MySQL, Oracle) · Power BI · Excel · Python (pandas, NumPy, seaborn) · data cleaning & visualisation · star-schema modelling · KPI reporting
AI & Machine Learning — scikit-learn · TensorFlow / Keras · classification · deep learning · constraint programming (OR-Tools)
Big Data & Process — Hadoop MapReduce · Apache Spark · Scala · process mining (ProM) · business process intelligence · simulation (BIMP)
Development — PHP / Laravel · Livewire · Java / Spring Boot · JavaScript · HTML/CSS · automated testing (Pest, JUnit, Cucumber) · Git
IT & Application Support — Active Directory · Windows Server · Linux · networking · ERP user management & access control · incident and problem management (ITIL) · ServiceNow · Jira
Languages — English (C1) · French (A2) · Amharic (native)
- Full-stack Developer — Master's internship, Sam Network Solutions (2026)
- Technical Helpdesk / Information Systems Officer, Commercial Bank of Ethiopia (2019–2024)
- Co-founder & Web Developer (part-time), Yohanneswendemageng Network Company (2021–2022)