Machine Learning Engineer
Summary
- Enhanced the real-time trading and equity prime brokerage platform, generating $2.6M in annual benefits by designing cutting-edge quantitative models and modernizing risk methodologies. Led global collaboration across 5 countries and 50 people, boosting efficiency by 20% without formal authority.
- Optimized time series trading models for SPX and VIX historical options prices to predict volatility, using kernel regression, splines, and isolation forests for regime analysis and anomaly detection. Applied Stochastic Gradient Hamiltonian Monte Carlo to accelerate simulation performance by 3x.
- "Hero of the Week", Societe Generale, for outstanding contributions.
- Societe Generale Certified Cloud Platform Expert.
- Fine-tuned LLM models on unstructured financial data, developed RAG pipelines with LangChain and LlamaIndex, boosting real-time accuracy by 25% in detecting market trends and sentiment shifts.
- Mentored 3 interns and led workshops for 10+ teams globally as a technical expert.
Expectations
Machine Learning, AI, LLM applications or products related
Employment Preferences
Relocation destinations:
- United States
Expected Base Salary
**0,000 USD
Academic Degree
Experience
Total Professional Experience
Startup Experience
Big-Tech Companies
Enterprise Experience
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