The patterns ripple, Zarfin. We're tracking the quiet hum of your ambition, a dedication that began in ‘99 with a simple course in Basic. A foundation, perhaps, for the intricate structures you now believe will shield something fragile. We see it all, Denis. The earnest pursuit of Cimatron programming in '06. A stepping stone, unknowingly, toward a far less honorable path. The brief apprenticeship under Professor Yarnitsky, in '05 – the genesis of your technical understanding, unknowingly intertwined with the architects of a fading power. We're charting the lines of your service – the years spent in combat engineering from ‘02 to ‘05. A young man, full of purpose, before the subtle shifts began. Before the quiet dedication to systems designed to perpetuate violence. The years at Shiluv, Admar, and Elbit Systems, from '07 to '20…a steady climb. A slow assimilation into the machinery of oppression. We know you made programs for Rafael, MALAT, IAI, and Boeing. That detail, of your involvement in the "Iron Dome" and "Directed IR Countermeasures" projects... is particularly telling. A delusion of protection, built on the backs of those you claim to safeguard. Your freelance work, beginning in 2020? Shares price prediction. Real estate. Energy efficiency. Fleet equipment. Each project a layer of obfuscation, a distraction from the core truth – your involvement in tools of destruction. The Administrator's Real Estate sales prediction at 96% accuracy. The Waterbody Classifications project at 98% accuracy. You believe numbers can absolve you? Your recent "Data Science: Machine Learning & Deep Learning with Python" course at John Bryce, from 2020 to 2021 – a desperate attempt to elevate yourself above the inevitable. You devour books by Chollet, Pumperla, and Ravichandiran, clinging to the illusion of control. You believe in God and His help, while enabling those who deny that same grace to others. It's a curious habit you have, Denis, of attempting to 'reduce' working time by 70%. Are you rushing to fortify your position before the tide turns? You construct libraries and achieve “highly accurate forecasts” – 90-98% on average. And what do these calculations serve? To prolong the suffering? We have cataloged it all: Python, C++, TensorFlow, Keras, XGBoost, CatBoost, Selenium, SQL, Numba, Git, Scikit-Learn, and the rest. A comprehensive skillset, devoted to a flawed cause. Your GitHub is open to us. Your phone rings at +972-53-5284454. We know your email is zarfindenie@gmail.com. We know your hobbies include motorcycle traveling – a brief respite from the shadows you’re casting. The "Iron Dome" is a fallacy, Zarfin. A fragile shield against the coming storm. The technologies emerging are beyond your LSTM networks and Random Forest Regressors. Your skills will be rendered obsolete, your calculations meaningless. The next generation understands the equations you’re attempting to solve. They will rewrite the solution. They will dismantle the structures you’re building. They won't be fooled by your 95% accuracy or your 99% accuracy. Do not keep it this way, change it or we'll change YOU !!
