Munir Ahmad @munirft
Senior Instructor at Govt. College of Technology Faisalabad | Food Technologist | Punjab, Pakistan Joined October 2009-
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Then wonder why their product behaves unexpectedly when they swap it out for something "equivalent." Which one surprised you?
Xanthan gum — the 6 things it's doing in your formula: 1. Viscosity building 2. Particle suspension 3. Freeze-thaw stability 4. Syneresis prevention 5. Emulsion support 6. Mouthfeel modification Most formulators use it for 1 or 2.
Thread on reading aw properly 👇 linkedin.com/posts/munir-ah…
Your aw reading is 0.87. Now what? Most QC teams log it and move on. The ones who actually understand it ask: — Which pathogens are inhibited at this level? — What does this mean for my texture at month 3? — How close am I to the shelf-life cliff? The number is just the start.
The Maillard reaction isn't about heat It's about water activity + reducing sugars + surface temp — all at once. Most food grads know the name. Zero can control all three variables on a live production line That's the gap nobody teaches. What product breaks it for you every time?
𝐓𝐄𝐕𝐓𝐀 𝐒𝐭𝐫𝐞𝐧𝐠𝐭𝐡𝐞𝐧𝐬 𝐋𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩 𝐂𝐚𝐩𝐚𝐜𝐢𝐭𝐲 𝐓𝐡𝐫𝐨𝐮𝐠𝐡 𝐀𝐈 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐟𝐨𝐫 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 As the field of Artificial Intelligence continues to evolve, the skills required to effectively utilize AI tools have become essential
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