Work
Each one covers the problem, the architecture, the decisions and what turned out to be hard. Where a metric has not been measured, it is not claimed.
A retrieval-augmented chatbot that answers from a private, continuously ingested corpus instead of the model's training data — with every answer traceable to its source.
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A multi-role institute management platform covering attendance, finance, academics and operations — built as a tested, queue-backed system with realtime delivery and CI, not a CRUD app.
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A working reference set for the primitives agent systems are actually made of — graph-structured workflows, retrieval strategies, vector stores and schema-constrained model output.
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A role-based internal ticketing system — reporters, agents and administrators working the same queue through different permissions — deployed as serverless functions.
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A voice-driven assistant for queries and task management, with configurable prompt and voice behaviour, persisted conversation history and usage analytics.
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Contact
Send me the problem — not the spec. If it’s a fit I’ll tell you how I’d approach it; if it isn’t, I’ll say so.
Faisalabad, Pakistan · PKT (UTC+5) · Working remotely