// PROJECTS
PROJECT_01
ARIA: Autonomous Risk Investigation Agent
FastAPIReactPostgreSQLGroq LLMWebSockets
LLM-powered security investigation agent. Detects auth anomalies in real-time, maps threats to MITRE ATT&CK techniques, and auto-generates plain-English incident reports via a two-step triage + investigation chain.
▸STATUS: DEPLOYED
VIEW CODE →PROJECT_02
Enterprise Compliance Monitoring Engine
FastAPIPostgreSQLscikit-learnReactRedis
Real-time anomaly detection system processing 1,000 events/minute using Isolation Forest. Reduced false positives from 45% to 9%, achieved 87% precision and 79% F1 score.
▸STATUS: DEPLOYED
VIEW CODE →PROJECT_03
AST-Based Python Security Scanner
FastAPIPython ASTDockerpytestPydantic
SAST tool detecting 7 CWE-classified vulnerability types in Python codebases with <20ms scan latency. 100% test coverage across 13 pytest cases.
▸STATUS: DEPLOYED
VIEW CODE →// SKILLS
▸ Machine Learning
Isolation ForestRandom ForestXGBoostFeature EngineeringAnomaly Detectionscikit-learnpandasNumPy
▸ Backend & APIs
FastAPIFlaskREST APIJWT AuthenticationPostgreSQLSQLiteDockerWebSocketsasync/await
▸ LLM Integration
Groq APIOpenAI APIPrompt EngineeringStructured JSON OutputMulti-step Agent ChainsMITRE ATT&CK
▸ Security
AST ParsingStatic AnalysisOWASPCWE ClassificationsVulnerability Detection
▸ Testing & Tools
pytestGit/GitHubDockerCI/CDSwagger/OpenAPI
▸ Languages
PythonSQLJavaScript
▸ Currently Learning●
LangChainRAG SystemspgvectorAI AgentsLangGraph
10+
PROJECTS
30+
TECHNOLOGIES
5+
ML MODELS
3+
YEARS CODING
// CONTACT
ayon@portfolio:~$ compose --message
ayon@portfolio:~$ contact --info
[SYSTEM] Loading contact information...