Experience

Professional roles delivering agentic AI solutions, fraud platforms, and analytics for enterprise clients.

Forward Deployed Engineer

Peakflo

Remote

April 2026 – Present

  • Own end-to-end delivery of AI Proof-of-Concepts (POCs) for enterprise finance clients, working directly with stakeholders from requirement gathering through deployment and demonstrations.
  • Design and build Agentic AI workflows using modern LLMs, implementing multi-agent orchestration, prompt engineering, tool calling, and workflow automation for finance operations.
  • Develop production-grade RAG pipelines integrating enterprise knowledge bases, emails, and business documents to improve response accuracy while minimizing hallucinations.
  • Engineer optimized prompts for finance AI agents through iterative evaluation, prompt versioning, self-reflection techniques, and A/B testing to improve quality and reliability.
  • Integrate AI workflows with backend systems using Python, MongoDB, APIs, OCR pipelines, and business automation frameworks to streamline customer workflows.
  • Collaborate cross-functionally with Product, Engineering, Customer Success, and enterprise clients, taking complete ownership of solution architecture, implementation, testing, documentation, and production rollout.

Data Engineer

UNITE Hub Technologies

Chennai, Tamil Nadu, India

April 2025 – April 2026

  • Architected and developed an AI-powered Fraud Risk Management (FRM) platform for banking institutions, successfully onboarding City Union Bank (CUB) as the first enterprise client.
  • Built an end-to-end full-stack application using FastAPI, PostgreSQL, and Vue.js for real-time fraud detection and transaction monitoring.
  • Integrated the I4C (Indian Cyber Crime Coordination Centre) API to process fraud complaints with automated RRN validation, transaction matching, and case generation.
  • Developed an AI-powered analytics interface using Ollama LLM, enabling natural language querying across banking databases for faster fraud investigations.
  • Automated email processing using n8n, extracting structured information from risk officer emails and creating fraud cases automatically, significantly reducing manual effort.
  • Deployed scalable services on Google Cloud Platform (GCP) with asynchronous processing, Keycloak authentication, and production-ready architecture supporting high transaction volumes.

Data Analyst Intern

Dhaval Ads

Ahmedabad, Gujarat, India

June 2024 – Sept 2024

  • Supported business operations through data collection, analysis, and reporting.
  • Built analytical reports and generated insights that enabled data-driven decision making.
  • Assisted in improving operational efficiency through business analytics and reporting.