01
AI / ML & MLOps
Production-oriented ML services, model lifecycle, experiment logic, observability and traceable inference flows.
Python-AIPython-MLTF-IDF Vectorizerscikit-learnModel versioningPrometheus / Grafana
TK / TECHSTACK
TECH STACK
02
Backend / Data / Observability
API-first backend systems backed by relational/document databases, audit logging, exports, CI and Docker.
SQLPostgreSQLMongoDBDockerAPIFastAPIGitHub Actions
03
Systems
End-to-end system administration, environment setup, and package dependency validation across Windows and Linux. Experienced in crafting PowerShell (.ps1) and Shell (.sh) scripts for automated workflows, CLI tools, UI interaction, and system testing.
LinuxWindowsCLIUIBashShellCMD.sh.ps1
04
QA / Automation / Security
End-to-end test automation and quality assurance using Selenium and Pytest, with automated Smoke & Regression testing. Integrated Allure Reporting for clear diagnostics, with a focus on security validation and domain-specific operational constraints.
SeleniumPytestAllureSmoke TestQAInsuranceSecurity