Kiran Miller
Experienced Click Fraud Analyst with Proven Prevention Strategies
Professional Status
Employed
Available
About Me
I am Kiran Miller, an experienced Click Fraud Analyst with a deep-seated expertise in advanced analytics, machine learning, and digital ad security. With a Master of Science in Data Analytics from the University of California, Berkeley, and a Bachelor of Science in Computer Science from MIT, I have a solid foundation in both theoretical and practical aspects of my field.
Over the past six years at AdSecure Digital Marketing Agency, I have honed my skills in detecting and preventing click fraud. My work involves utilizing sophisticated analytics tools to identify fraudulent activities, designing custom algorithms for real-time detection, and developing comprehensive strategies tailored to client needs. My efforts have consistently resulted in significant reductions in fraudulent clicks and notable improvements in campaign ROI.
My technical proficiency, combined with my dedication to safeguarding digital advertising investments, makes me a reliable asset in the fight against click fraud. I am committed to continuing my work in this critical area, helping businesses protect their ad spend and achieve their marketing goals.
Over the past six years at AdSecure Digital Marketing Agency, I have honed my skills in detecting and preventing click fraud. My work involves utilizing sophisticated analytics tools to identify fraudulent activities, designing custom algorithms for real-time detection, and developing comprehensive strategies tailored to client needs. My efforts have consistently resulted in significant reductions in fraudulent clicks and notable improvements in campaign ROI.
My technical proficiency, combined with my dedication to safeguarding digital advertising investments, makes me a reliable asset in the fight against click fraud. I am committed to continuing my work in this critical area, helping businesses protect their ad spend and achieve their marketing goals.
AdSecure Digital Marketing Agency
СlickFraudSoftware
Since April 2018
- Fraud Detection and Analysis:
- Utilized advanced analytics tools to monitor and identify fraudulent click patterns.
- Conducted detailed forensics on suspicious traffic sources, reducing click fraud by 60%.
- Developed and implemented custom algorithms for real-time fraud detection.
- Prevention Strategies:
- Designed and executed comprehensive click fraud prevention strategies tailored to individual client needs.
- Coordinated with ad networks to block fraudulent IP addresses and protect ad spend.
- Implemented machine learning models to predict and prevent future fraud attempts.
- Reporting and Optimization:
- Created detailed reports and visualizations to communicate findings and recommendations to clients.
- Optimized client ad campaigns based on fraud analysis, resulting in a 30% increase in ROI.
Specialized in machine learning and predictive analytics.
Completed a thesis on "Advanced Techniques in Detecting and Preventing Click Fraud in Digital Advertising."
Relevant coursework: Statistical Learning, Big Data Analytics, Advanced Data Mining, and Applied Machine Learning.
Completed a thesis on "Advanced Techniques in Detecting and Preventing Click Fraud in Digital Advertising."
Relevant coursework: Statistical Learning, Big Data Analytics, Advanced Data Mining, and Applied Machine Learning.
Emphasis on software engineering and cybersecurity.
Relevant coursework: Algorithms, Network Security, Data Structures, and Artificial Intelligence.
Capstone project: Developed a prototype for a click fraud detection system using neural networks.
Relevant coursework: Algorithms, Network Security, Data Structures, and Artificial Intelligence.
Capstone project: Developed a prototype for a click fraud detection system using neural networks.
- Expertise in utilizing tools like Google Analytics, SQL, and Python for detecting patterns and anomalies indicative of click fraud.
- Proficient in designing and implementing machine learning models to predict and prevent fraudulent activities.
- Skilled in optimizing PPC campaigns and improving ROI through precise fraud prevention strategies and real-time monitoring.
Languages
- English
- Spanish
