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Adnane Lokman
Senior software engineer specializing in AI/ML and LLM platform delivery
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ML/AI engineer with strong production ownership across predictive ML and Generative AI systems. They’ve delivered measurable business impact through real-time churn/drop-off prediction, RAG-based document QA, and scalable LLM optimization, with a consistent focus on reliability, safety, latency, and developer productivity.
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Key Strengths
- owned end-to-end production ML systems from experimentation through deployment and monitoring
- improved onboarding completion by 8% and reduced churn by 12% with real-time drop-off prediction
- shipped RAG-based document QA with fine-tuned LLMs
- improved query resolution by 40% and reduced support tickets by 25%
- strong LLM quality and safety practices using curated domain data, safety filters, and human-in-the-loop checks
- translated research into scalable production systems via model compression
- reduced response time by 35% while maintaining 99% uptime through caching and fallback strategies
- built modular Python libraries with layered testing and CI/CD
- reduced production bugs by 40% and accelerated team development velocity
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