Priti Shaw

About Priti Shaw

Results-driven Software Engineer with 8+ years of experience in full stack development and AI/ML integration across diverse domains. Skilled in designing scalable microservices, intelligent APIs, and production-ready ML pipelines. Experienced in translating complex business requirements into secure, high-performance solutions that meet global compliance standards

Experience

1. Senior Software Engineer

   FICO

   Feb 2023 — Present · Bengaluru, IN

   Project: FICO’s Identity Resolution Engine - A high-performance backend system that matches and resolves entities across large,fragmented datasets. The engine plays a key role in client risk assessment, fraud detection, and compliance workflows.Key Responsibilities & Achievements: Led the design and implementation of a core module in FICO’s Identity Resolution Engine, enabling real-time and batch entitymatching across large, fragmented datasets used in fraud detection and compliance systems Developed machine learning-based entity resolution pipelines using Python, Scikit-learn, and custom similarity scoring techniques,improving match accuracy by 40% and boosting resolution precision across names, addresses, and IDs Designed and deployed RESTful microservices to expose intelligent matching, federated search, and link-discovery APIs,powering decision workflows for global clients in banking and insurance Built graph-based link discovery modules using Apache TinkerPop, uncovering non-obvious fraud networks and relationshipsbetween entities such as accounts, devices, addresses, and identities Integrated Spring Batch and Kafka to enable high-throughput batch processing and real-time streaming of identity data,supporting scalable ingestion and asynchronous alerts for high-risk matches Optimized fuzzy matching and data retrieval services using Spring Boot and Kafka, reducing query latency by 30% under highvolume identity reconciliation workloads Collaborated with InfoSec and compliance teams to enforce data privacy through PII masking, audit logging, and secure handlingof sensitive identity-linked datasets in production systems Engaged actively with GTS, PS, and Action Line teams during client support calls to troubleshoot backend and ML-relatedproduction issues, provide technical guidance on service stability and model integration, and drive resolution of critical incidentsimpacting system performance and prediction accuracy

Education

• Haldia institute of technology

  Bachelor of technology, Computer Science

  2012 — 2016