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#112282 · 07.07.2026
Work Life

From Software Engineer to Baker: A Career Pivot Powered by AI

After earning a master’s degree from Imperial College London and building a career in software development, 28-year-old Sabrina Lim walked away from her corporate desk in Singapore. Motivated by a transformative experience with salt bread in Korea, she traded algorithms for ovens to launch her own artisanal bakery.

The transition from the predictable world of banking software to the erratic science of fermentation was far from seamless. Lim spent months wrestling with humidity and ingredient ratios, relying on her husband to consume the early, failed experiments. Lacking formal culinary training, she turned to artificial intelligence to bridge the gap, using Gemini to analyze complex bread recipes and troubleshoot technical baking issues. This digital partnership allowed her to synthesize massive amounts of information into actionable steps, essentially serving as a 24/7 consultant for her solo venture.

A serendipitous connection on TikTok accelerated her progress when a local café owner offered her space to bake during off-hours. With access to commercial-grade equipment and professional mentorship, Lim moved from home-kitchen struggles to successful pop-up sales. She now balances a dynamic menu of salt bread variations with the administrative demands of a small business, using AI to automate her ordering systems and refine her social media strategy. While the transition from a stable salary to the volatility of entrepreneurship brings persistent anxiety, Lim views the challenge as a necessary trade-off for creative autonomy.

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