|
43 | 43 |
|
44 | 44 | ## 🛠️ Technical Skills |
45 | 45 |
|
46 | | -- **Programming Languages** |
47 | | - Python, SQL, R, Bash/Zsh, Fortran, C, TypeScript |
48 | | - |
49 | | -- **ML & Data Tools** |
50 | | - NumPy, Pandas, Polars, FireDucks, scikit-learn, XGBoost, LightGBM, TensorFlow, PyTorch, Statsmodels |
51 | | - |
52 | | -- **Data Engineering & Streaming** |
53 | | - Apache Kafka, Flink, Spark, Databricks |
54 | | - |
55 | | -- **DevOps** |
56 | | - Docker, GitHub Actions, Jenkins, Poetry, pre-commit (ruff, mypy, pytest-cov) |
57 | | - |
58 | | -- **Databases & Storage** |
59 | | - PostgreSQL, MySQL, SQLite, DynamoDB, MongoDB, AWS S3, Apache Iceberg, InfluxDB |
| 46 | +- **Programming** — Python (typed, NumPy-first), SQL, R, TypeScript, Bash/Zsh, C, Fortran |
| 47 | +- **ML / Data** — NumPy, Pandas, Polars, FireDucks; scikit-learn, XGBoost/LightGBM; PyTorch, TensorFlow; Statsmodels |
| 48 | + _Focus:_ time series, anomaly detection, GLMs/IRLS, robust statistics |
| 49 | +- **Data Eng & Streaming** — Apache Kafka, Flink, Spark, Databricks; Arrow/Parquet; Apache Iceberg lakehouse |
| 50 | +- **Cloud & Storage** — AWS S3, DynamoDB; PostgreSQL, MySQL, SQLite; MongoDB, InfluxDB |
| 51 | +- **DevEx & CI/CD** — Docker; GitHub Actions, Jenkins; Poetry; pre-commit (ruff, mypy, pytest-cov); semantic versioning |
| 52 | +- **Testing & Quality** — pytest, coverage, property-based tests (hypothesis); static typing; security linting (bandit) |
60 | 53 |
|
61 | 54 | --- |
62 | 55 |
|
63 | 56 | ## 🔭 Research Interests |
64 | 57 |
|
65 | | -- **Health Data Science** |
66 | | -- **Graph Theory & Social Networks** |
67 | | -- **Big Data & Marketing Analytics** |
68 | | -- **Sustainability & Energy Systems** |
69 | | -- **Smart Environments & Sensor Networks** |
70 | | -- **Behavioural & Labour Economics** |
71 | | -- **Inequality & Sustainable Development** |
| 58 | +- **Health Data Science** — real-time analytics from wearables/sensors, personalised baselines, clinical interpretability |
| 59 | +- **Graph Theory & Social Networks** — interaction graphs, diffusion/contagion models, community & role discovery |
| 60 | +- **Big Data & Marketing Analytics** — uplift modelling, sequence-aware attribution, lifetime value with drift control |
| 61 | +- **Sustainability & Energy Systems** — demand forecasting, optimisation under constraints, carbon-aware scheduling |
| 62 | +- **Smart Environments & Sensor Networks** — multimodal fusion (RSSI + activations), localisation, reliability modelling |
| 63 | +- **Behavioural & Labour Economics** — micro-behavioural patterns, incentive effects, heterogeneity and fairness |
| 64 | +- **Inequality & Sustainable Development** — distributional metrics, policy simulation, causal and counterfactual analysis |
72 | 65 |
|
73 | | -> Current themes: real-time anomaly detection, Bayesian filtering for indoor localisation, robust regression/GLMs, and LLM-assisted reporting. |
| 66 | +> **Current themes:** real-time anomaly detection; Bayesian filtering/HMMs for indoor localisation; robust regression & GLMs (IRLS); LLM-assisted reporting with audit trails. |
74 | 67 |
|
75 | 68 | --- |
76 | 69 |
|
|
0 commit comments