.png){kind=logo}
Pratima Singh
Senior Full-Stack Software Engineer specializing in FinTech, cloud microservices, and blockchain
Connect with Pratima
Pratima 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
Python/ML engineer with strong DevOps depth: built an end-to-end regime-aware stock prediction system (custom fine-tuned FinBERT sentiment + technical/macro features) delivering a 12% accuracy lift. Also implemented Kubernetes/Helm + Jenkins/GitHub Actions pipelines (including GitOps-style workflows for multi-cloud Hyperledger Besu) and improved deployment speed/stability by ~50% while addressing race conditions and image drift.
Experience
Education
Key Strengths
- Owned end-to-end Python ML thesis project (data pipeline → regime classification → prediction modeling → backtesting)
- Improved stock prediction accuracy by 12% over baseline using regime-aware, sector-based approach
- Built multi-source financial data pipeline combining news sentiment, market data, and macro indicators
- Implemented Kubernetes + Jenkins/CI pipeline with Helm enabling zero-touch deployments; resolved race conditions, image drift, and environment inconsistencies
- Achieved ~50% faster, more stable deployments through CI/CD automation
- Designed event-driven real-time processing pipeline handling thousands of asset updates with backpressure, rate limiting, and monitoring (99.9% accuracy)
Discover more candidates like Pratima
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent