Faraz Siddiqui@faraz_siddiqui
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1 year of experience
About me
B.E. graduate in Information Technology from Mumbai University, currently pursuing an MSc in Data Science & Artificial Intelligence at Middlesex University Dubai, and working full-time as an AI Engineer. My background combines IT fundamentals, data analytics, and AI engineering, allowing me to work across the full data lifecycle from data collection and analysis to automation and intelligent decision support. I am proficient in Excel, Power BI, Power Automate, and data-driven tools, with growing expertise in machine learning and AI-based systems. Driven by curiosity and impact, I am passionate about AI, cognitive computing, big data, and intelligent automation, and enjoy building practical, scalable solutions for real-world business challenges.
🤝 Top Collaborators
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🤓 Latest Submissions
Regulatory Radar - AI-Powered Compliance Guardian
The Problem: In the fast-paced world of fintech, marketing teams are often slowed down by a critical bottleneck: regulatory compliance. Regulations like the DFSA (Dubai Financial Services Authority) rulebook change frequently. Currently, every marketing asset requires manual legal review, a process that can take up to 3 weeks. This delay causes missed market opportunities, while human error during manual checks exposes the company to massive regulatory fines and reputational damage. The Solution: Deriv Regulatory Radar is an intelligent, automated compliance platform that bridges the gap between marketing agility and legal safety. It is not just a checker; it is a full-cycle compliance guardian powered by Google's Gemini Pro. Key Features: Dynamic Rule Extraction: Unlike static tools, our system allows legal teams to upload raw PDF regulations (e.g., a new DFSA update). The system uses AI to read the document, extract specific actionable rules, and update its database instantly. Smart Violation Detection: Marketers simply upload an image of an advertisement. The system extracts the text and checks it against thousands of active rules. It uses "Smart Trigger" logic to ensure relevance—for example, strictly applying crypto warnings only when cryptocurrency is mentioned, reducing false positives. Instant Auto-Remediation: This is our game-changer. When a violation is found (e.g., a "Guaranteed Profit" claim), the system doesn't just reject the ad. It uses Generative AI to rewrite the copy instantly, preserving the marketing punch while satisfying legal requirements. Impact: Deriv Regulatory Radar transforms compliance from a 3-week blocker into a 30-second step. It allows Deriv to scale marketing efforts aggressively without risking regulatory drift, ensuring that the brand remains both competitive and compliant.
7 Feb 2026
