OPEN TO COLLABORATION · AI SECURITY · OPTIMIZATION
Applied AI/ML engineer focused on cybersecurity, secure tool-using agents, retrieval systems, and operations research. I publish complete, reusable Hugging Face projects spanning data, models, benchmarks, and interactive demos.
Every metric and project below links to a public source.
SELECTED WORK
A curated view of the strongest, best-documented systems in a broad public portfolio.
Security evaluation suite for tool-calling and MCP agents, covering prompt injection, risky tools, untrusted retrieval, policy decisions, and secret protection.
Domain retrieval stack for ATT&CK, Sigma, CVE, CWE, and SOC knowledge, with compact and base encoders plus a cross-encoder reranker.
Operational vulnerability-prioritization corpus joining NVD and CISA KEV data with engineered features and time-aware labels.
Structured assets for generating, validating, translating, and repairing portable Sigma detection rules across major SIEMs.
Episode-based evaluation and model assets for AI security analysts working across heterogeneous enterprise telemetry.
Models and interactive systems for mathematical formulation, solver selection, code generation, scheduling, routing, and supply-chain decisions.
EXPERTISE
Technologies evidenced across public model cards, dataset cards, and deployed Spaces.
Agent and MCP security, prompt injection, SOC workflows, SIEM, MITRE ATT&CK, Sigma, CVE/CWE, malware and phishing analysis.
PyTorch, Transformers, Sentence Transformers, SetFit, PEFT, QLoRA, TRL, scikit-learn, LightGBM, embedding and reranking.
Hugging Face Datasets, Parquet, Polars, schema design, hard negatives, temporal splits, reproducible benchmarks and metrics.
Mathematical programming, Pyomo, MiniZinc, OR-Tools, CP-SAT, MILP, scheduling, routing, solver selection and supply chains.
Gradio, Hugging Face Spaces and ZeroGPU, Docker, FastAPI, interactive evaluation consoles, model and dataset documentation.
English/Persian document AI, OCR, RAG, structured extraction, and applied systems for security, logistics, retail, and operations.
ENGINEERING APPROACH
I structure open-source work as connected assets rather than isolated demos. This makes every project easier to inspect, reproduce, compare, and reuse.
COLLABORATION
Explore the repositories, open a Community discussion on a relevant project, or follow the account for new releases.