I made a career change twelve years ago to focus on the trading of derivatives. I am now a data analyst with a deep knowledge in macroeconomics. I am also a regular speaker on the French channel TV Finance; the past interviews have been uploaded to my LinkedIn profile.
Since a few years now, my interest in machine and deep learning has increased considerably and I decided to acquire the necessary knowledge and skills to even go beyond the trading industry.
Below is a brief description of my expertise and skills:
Figuring out which employees may quit
Figuring out which customers may leave your business
Who to target for donations
Predicting insurance premiums
Detecting card fraud
Predicting R&B prices
Analyzing conversion rates of marketing campaigns
Predicting engagement. What drives AD performance?
A/B Testing(optimizing ADS)
Knowing your customers. Customer Lifetime Values
Product analytics(exploratory data analysis)
Clustering customer data
Product recommendations systems – E-commerce store used by Amazon, Netflix etc
Recommendation system using LITEFM
Sales/Demand forecasting which also enables stock and employees shift monitoring
Summarizing reviews
Detecting sentiment in text
Deploying a Machine Learning API using AWS: using the cloud system instead of local machines in the real world.
Sound knowledge of Django
• A good understanding of computational and programming principles and expertise in data analysis, independent and collaborative research, problem solving and general programming
• Programming skills (Python and its various libraries among which: Anaconda, Keras, scikit learn, numpy, matplotlib, random forest, boosting, bagging, boostrap etc)
• Prior experience of global markets and trading platforms
• AI/ML skills
• Fluent in both English and French
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