It was an amazing experience and I learnt many things from the competition.

Currently I am finding US & Europe based collaborator to support my business. I am a Software Engineer with 8 years of experience. I was extending my work. Simply, I am applying to software jobs with your name in your country's Job Market, and after get job I will handle all technical side and split the income between us. Let me explain in detail. This collaboration allows me, an experienced software engineer, to partner with someone who his excellent English communication skills and can help me secure tech positions. By combining my technical expertise with his strong communication skills, we form a powerful team that can secure jobs quickly and efficiently. With each successful job placement, our income increases. I want to say why this collaboration is needed. In today's competitive job market, collaboration can be the key to landing a role quickly. Together, we tackle each interview smoothly, significantly boosting the chances of securing position. This is especially valuable in December, when many companies are eager to fill roles before the end of year. And let me explain what you will do, the your role responsibilities in this collaboration. You will attend job interviews as a representative, answering questions on behalf of the engineer. This only requires strong, confident English communication - no deep tech knowledge is needed. So you will use your natural communication skills to make a strong impression during the interviews. Confidence and clarity in communication will help drive success. And follow Simple Preparation Steps - Advanced technical skills aren’t required. I will provide all the technical details and specific answers you'll need, so you’re fully prepared for any question that might come up. And I am just going to explain Interview Process in short. The interview process generally includes 3 stages - HR Interview, Technical interview and Final Interview. So for the HR Interview, it's initial interview with a recruiter to discuss my background and fit for the company.

Proud to celebrate another milestone in my continuous learning journey — completing the AI Accelerator Bootcamp: AI Curious to AI Builders Training Course, a 10-hour CPD activity through Decoding Data Science (DDS). In AI, the finish line keeps moving — and that’s exactly what makes the journey exciting. Keep learning. Keep building. Keep challenging what you thought you knew. A huge thank you to @Arshad Ahmad and the entire Decoding Data Science (DDS) community for creating a platform where curiosity turns into knowledge, and knowledge turns into action. Every certificate marks an achievement, but more importantly, it reminds me that the best investment we can make is in becoming a better version of ourselves. #ContinuousLearning #ArtificialIntelligence #AIBuilders #AIAccelerator #DecodingDataScience #DDS #ProfessionalDevelopment #FutureOfAI #LifelongLearning #BuildInPublic

They fail because we solve the wrong problem. I’ve seen how easy it is to get excited about: 🤖 LLMs ⚙️ AI Agents 🔗 RAG pipelines 📊 Machine Learning models 🚀 The latest AI tools But building the technology is only one part of the equation. The real questions are: 👉 What business problem are we solving? 👉 Where does AI actually fit into the workflow? 👉 Is the data reliable? 👉 Will people actually use it? 👉 Can we measure the ROI? 👉 What happens when the AI gets it wrong? A technically impressive AI system with no business value is still a failed project. The best AI solutions I believe in are not necessarily the ones with the most sophisticated models. They are the ones that reduce manual work, improve decisions, save time, reduce errors, or create measurable business value. 📈 💡 AI Engineering is not just about building intelligent systems. It’s about connecting AI + Engineering + Business to solve real-world problems. Build the technology. But start with the problem. 🎯 Decoding Data Science Mohammad Arshad #ArtificialIntelligence #AIEngineering #AI #GenerativeAI #Automation #AIAgents #MachineLearning #BusinessAI #IntelligentAutomation #DigitalTransformation #TechInnovation #AIForBusiness

Today’s DDS Masterclass was a reminder that AI mastery is not about tools — it’s about thinking. The session broke down complex ideas into actionable frameworks: - Structuring agentic systems - Designing robust evaluation pipelines - Building AI products that solve real business problems - Understanding how to scale from prototype to production As someone building MortgageAI for the DDS challenge, this session sharpened my approach and gave me a clearer blueprint for the next phase. Endorsement: If you’re serious about building practical, outcome-driven AI systems, the DDS ecosystem is one of the most disciplined and high-quality learning communities you can be part of. Their masterclasses consistently deliver clarity, structure, and real-world applicability — highly recommended for builders, analysts, and product leaders. #DecodingDataScience #DDSMasterclass #AIChallenge #AgenticAI #ArtificialIntelligence #MachineLearning #DataScienceCommunity #AIEngineering #BuildInPublic #TechInnovation #LearningInPublic #AIProductDevelopment #FintechAI #MortgageAI #DigitalTransformation