
Muhammad Saad
AI ML Developer
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Work experience
AI Software Engineer
MS Software House • Full-time
Dec 2025 - Feb 2026 • 2 mos
I focused on building advanced, end-to-end AI systems that solve real operational problems — not just theoretical models. Key project: A complete AI automation pipeline integrated directly into the client's software. It transcribed incoming customer calls, analyzed content in real time using NLP, flagged dangerous conversations, and instantly notified the relevant authorities — fully automated, zero manual intervention. Challenges included noisy audio transcription, low-latency real-time alerting, and tuning classification thresholds to minimize false positives. I resolved each systematically through pipeline architecture improvements and rigorous stress-testing before delivery. The client received a production-ready system with faster response times and a reliable AI-powered safety layer built into their existing workflow.