Index
13 builds spanning AI and retrieval systems, data engineering, backend and cloud services, MLOps, and low-level systems programming. Each one documents the problem, the architecture, and what came out of it.
2026
A long video is opaque: you cannot search it, skim it, or ask it a question. VidIQ converts speech, vision and structure into one queryable artefact so a viewer can jump straight to what matters.
2025
Urdu ASR systems often disagree on word boundaries, split/merge decisions, and OOV tokens. CORAL treats that disagreement as a signal, aligns model outputs, corrects lexical errors, and produces a cleaner transcript without retraining the acoustic models.
2025
Retail investors in Pakistan lack accessible, AI-driven tools to interpret market sentiment and news for informed decisions on PSX.
2026
City-scale crime data is large, continuously updated, and asked both strategic questions (long-horizon trends, hotspots) and tactical ones (unusual bursts). A Lambda architecture answers both without one compromising the other.
2026
Salary conversations in AI run on anecdote. This uses a first-party crowdsourced dataset to answer five concrete questions about pay by role, career level, region, company size and working mode.
2025
A model in production needs observability, alerting, and a route back to retraining when the data moves underneath it. Without those it is not deployed, it is merely running.
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