Algorithm Researcher
Tasks
- Apply transformers attention and sequence modeling
- Build and optimize machine learning and LLM solutions
- Collaborate with engineers data scientists and domain experts
- Design LLM agent and tool using architectures
- Design and develop algorithms for financial crime detection
- Implement RAG embedding models and vector databases
- Improve model accuracy robustness explainability and inference efficiency
- Translate mathematical models into production systems
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Attention Mechanisms | Complexity analysis | Data Processing | Data Structures | Embedding Models | Graph Algorithms | Information Retrieval | Knowledge Distillation | Language Models | Large Language Models | Large Scale Data | Large-scale | Large-scale Data Processing | Linear Algebra | Model Optimization | NumPy | Numerical Methods | Optimization | Pandas | Probability theory | Prompt engineering | PyTorch | Python | Quantization | RAG | Representation Learning | Risk Modeling | SciPy | Sequence Modeling | Statistical modeling | Stochastic Processes | TensorFlow | Transformers | Vector Databases
Education
Roles
Regions
Countries
States
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