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| Data Engineering & MLOps | ||
|---|---|---|
| Architecture & Processing | Storage & Infrastructure | Operations & Delivery |
| Spark (Scala/Python), Kafka, Flink, Airflow/Dagster, Databricks, dbt, Glassflow | Lakehouse (Delta/Iceberg), Vector DBs (Qdrant, etc.), Cloud (AWS/Azure/GCP), IaC (NixOS, Terraform) | Docker, Kubernetes, Kubeflow, CI/CD for ML, GitOps, Observability, FastAPI |
| Machine Learning & AI | ||
|---|---|---|
| Modeling & Frameworks | Specializations | Methodology |
| Python (Pandas, NumPy, Scikit-learn, XGBoost), TensorFlow, PyTorch | NLP (Transformers), GenAI (LangChain, LLMOps), Optimization, Bayesian Methods, Time Series Analysis, Causal Inference | Experiment Tracking (MLflow, W&B), Versioning (DVC), Cloud ML Platforms (SageMaker, Azure ML, Vertex AI) |
| Programming & Systems | Databases & Visualization | ||
|---|---|---|---|
| Languages | Foundations | Databases | Visualization |
| Python, Scala (Functional), Rust, SQL, R, Haskell, Julia, Java, JS/TS, Bash/Zsh | Linux Systems (NixOS), Distributed Systems Concepts, Software Design | PostgreSQL, MySQL, MongoDB, Redis, DuckDB, ClickHouse | Power BI, Tableau, Superset, D3.js, React |
| Project | Description | Key Technologies |
|---|---|---|
| Flux |
An open source, declarative digital twin engine for electrochemical processes, written in Rust & prototyped in Python. | Rust, Python, Apache Kafka, GlassFlow, ClickHouse, Docker, Nix, Pydantic, JAX, Optax, Flax, Scikit-learn, SciPy, PyMC, Polars, Ray, Temporal, Prometheus, Grafana, Loki, OpenTelemetry, Alertmanager |
| Phantom Suite |
A 12-module system designed to build an open, queryable repository of validated canonical works, countering disinformation through expert curation. Employs a robust data pipeline (NixOS/Docker orchestration, NLP/Sentence Transformers processing, PostgreSQL/Qdrant storage) exposed via FastAPI, enabling advanced textual analysis and knowledge discovery. | NixOS, Docker, Python, FastAPI, PostgreSQL, Qdrant, Sentence Transformers, React, Celery, Airflow |
| Rhodium |
Modular, reproducible NixOS configuration using Flakes and Home Manager, providing a script-deployable dev environment demonstrating IaC practices. | NixOS, Nix Flakes, Home Manager, Shell Scripting, SOPS, CI/CD, Docker, Terraform, Argo CD |
| Sentiment Analysis GUI |
Desktop GUI application enabling customizable, bulk sentiment analysis; integrated multiple algorithms (NLTK, Transformers) and visualization options. | Python, NLTK, Transformers, Tkinter |
| Targeted Lung Cancer EDA |
Focused exploratory data analysis on lung cancer risk factors to identify key predictors and influential data patterns using Python data science libraries. | Python, Pandas, Seaborn, Scikit-learn |
| Sanctum Black Tech Blog |
Technical blog focused on practical implementations in Statistics, Programming, and Scientific Computing; manage CI/CD pipeline for deployment. | Hugo, GitHub Actions, Netlify, SCSS |
|
Portfolio & technical blog |
Useful fragments and examples |
Inquiries or collaboration opportunities |