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My professional journey across different companies and roles.
• Building a production-grade OSINT platform focused on entity intelligence, investigation workflows, and cross-source data aggregation.
• Developing backend services, APIs, and data pipelines using Python, FastAPI, MERN, PostgreSQL, and Docker.
• Designing scalable intelligence workflows, structured outputs, and reliable data processing systems for real-world investigations.
• Collaborating on infrastructure, automation, and deployment architecture for high-availability backend services.
• Building retrieval-backed AI applications, structured-output workflows, and evaluation pipelines focused on reliability and correctness.
• Designing API contracts, validation layers, and backend workflows for production-oriented AI systems.
• Developing RAG, tool-calling, and agent-based workflows with an emphasis on grounding, failure handling, and auditability.
• Creating evaluation datasets, quality rubrics, and verification processes to assess AI system performance and limitations.
• Analyzed large-scale HR and recruitment datasets to uncover trends related to hiring, retention, and candidate performance.
• Built structured analyses and dashboards to translate raw data into actionable insights for stakeholders.
• Supported data-driven decision-making by identifying patterns and presenting findings in a clear, business-oriented manner.
• Merged PRs across multiple open source projects, generating meaningful OSS impact.
• Participated in Hacktoberfest and other community-driven open source events.
• Engaged with developer communities and contributed to documentation, tooling, and codebases.