Senior Software Engineer

Built customer-facing agentic workflows to automate complex financial research and advisory tasks using LangGraph, tool calling, structured outputs, multi-step planning, and human-review checkpoints.

Created a context and tool-integration layer connecting agents to proprietary financial datasets, internal services, and external APIs through permission-aware MCP interfaces, with controls for context size, token usage, and execution cost.

Established offline evaluation suites, guardrails, regression tests, and production sampling processes to detect hallucinations, unsafe actions, grounding failures, and workflow regressions before and after deployment. Also developed production AI and machine-learning services for research, investor behavior analysis, portfolio optimization, churn prediction, recommendation, and risk scoring.

Developed machine-learning models for pricing, risk, and trading workflows using Python, Scikit-learn, XGBoost, and PyTorch, covering feature engineering, model training, hyperparameter tuning, offline validation, and batch scoring.

Created scalable training-data pipelines with Python, Pandas, Apache Spark, SQL Server, and Kafka, transforming high-volume financial data into reproducible datasets for research and production ML workloads.

Implemented schema validation, missing-value checks, feature-consistency controls, lineage tracking, and data-quality monitoring across ML datasets, and built model-serving and integration services with FastAPI and REST APIs.

Developed Python and Flask backend services supporting insurance quotes, claims processing, underwriting workflows, and integrations with internal business applications.

Built REST APIs and MySQL data-access components for customer, policy, claims, and underwriting information, with structured error handling and request validation.

Implemented ETL and data-transformation pipelines, added data-quality checks and audit logging, and maintained AWS cloud infrastructure for backend applications and data-processing workloads.

Completed a Bachelor's Degree in Computer Science.