perceptive
constructs
constructs
bespoke intelligent systems
Helsinki, Finland
| Banking | Analytics pipeline, data lake, prediction models, optimisation, recommenders |
| Fintech | NLP pipeline, AI, performance optimisation |
| Cybersecurity | NLP pipeline, custom AI models |
| E-commerce | Analytics pipeline, policy optimisation, low-latency recommenders, visualisation |
| Web analytics | Workflow orchestration, pipeline optimisation |
| Transportation | Reingineering for scale and performance |
| Health care | Schedule/route optimisation, data visualisation |
| Logistics | Operational backend |
| Engineering | Cloud scale-out and real-time operational dashboard of data platform |
| Machine Learning | PyTorch, TensorFlow, scikit-learn, MLflow |
| NLP & AI | HuggingFace, LangChain, FAISS |
| Statistical models | PyMC, EconML, statsmodels |
| Optimisation | PuLP, CVXOPT, COIN-OR, Gurobi |
| Data Visualisation | D3.js |
| Analytics | Spark (Python, Scala, Java), Redshift, Athena, BigQuery |
| Orchestration and infra | Airflow, Delta Lake, K8s, Terraform |
| Python data | Pandas, NumPy, SciPy |
| Streaming & real-time | Kafka, Kinesis, Redis |
| Scraping & extraction | BeautifulSoup4, Selenium |
| Python backends | FastAPI, Flask |
| Scala backend | Play |
| High perf C++ | Eigen, RocksDB, boost.asio |
| JS I/O microservices | Node.js |
| MSc Computer Science, Universidade Nova de Lisboa |
| Google Cybersecurity specialization certificate |
| Google Cloud skills profile |
| Certified Scrum Master |