.png){kind=logo}
Satya VM
Mid-level GenAI/Data Engineer specializing in LLMs, RAG systems, and fraud detection
Connect with Satya
Satya already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
ML/NLP engineer with banking domain experience who built a GenAI-powered fraud detection and risk intelligence system at Origin Bank, combining RAG (LangChain + FAISS), fine-tuned BERT NER, and GPT-4/Sentence-BERT embeddings. Delivered measurable impact (25% higher fraud detection accuracy, 40% less manual review) and emphasizes production-grade pipelines on AWS SageMaker/Airflow with strong data validation and scalable PySpark processing.
Experience
Education
Key Strengths
- Built GenAI-powered fraud detection & risk intelligence system in banking
- Designed and implemented RAG pipeline linking documents with transaction patterns (LangChain + vector search)
- Improved fraud detection accuracy by 25% and reduced manual review time by 40%
- Fine-tuned BERT NER with rigorous evaluation (precision/recall/F1) and human-in-the-loop validation
- Implemented semantic similarity matching using GPT-4 embeddings + Sentence-BERT with FAISS
- Built scalable PySpark data cleaning/entity resolution pipelines across millions of records
- Production-grade workflow engineering with Airflow, CI/CD, testing, logging, and robust schema validation (Pydantic)
Discover more candidates like Satya
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent