
Antony
Skills

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Work experience
Associate Ai Intern
Orion Innovation • Part-time
Dec 2025 - Apr 2026 • 4 mos
• Implemented and deployed a production RAG-based analytics application (FastAPI backend, React/TypeScript frontend), integrating LLM-generated insights into a workflow business users could query directly — replacing manual data review. • Configured and optimized a FAISS-based retrieval layer to ground LLM responses in real data, reducing hallucinated outputs and improving reliability of AI-generated answers for end users. • Built and tuned data preprocessing and chunking pipelines in Python and SQL, troubleshooting retrieval quality and query performance issues [QUANTIFY: e.g., from Xs to Ys] as part of ongoing optimization. • Collaborated across the stack — backend, frontend, and data — to ship a working internal tool end-to-end rather than a one-off prototype, supporting it through iteration based on usage feedback. • Maintained version control and testing discipline with Git throughout development and deployment cycles.
Software Developer Intern
XUVI • Part-time
Jan 2025 - Mar 2025 • 2 mos
• Built and deployed InfoPoint, a cross-platform (Android/iOS) production application in C# and .NET MAUI, integrating a relational database backend for live service and vehicle history data. • Implemented and supported core application features (service booking, package browsing, history tracking) through to real-world deployment, handling bugs and integration issues as they came up. • Worked across the full mobile stack — UI, backend integration, and deployment — gaining direct experience supporting a shipped product used by real customers.