Wilfred Benny

Full Stack Developer with 3.7 years of professional experience building enterprise-grade fintech and AI-driven platforms for large-scale financial infrastructure. Specialized in Angular, Node, Python, FastAPI and Apache NiFi. Proven ability to design end-to-end systems — from data pipelines and LLM integrations to cloud-deployed frontend applications — in high-stakes, understaffed environments.

Currently building settlement risk monitoring and business sentiment intelligence systems serving major digital payment networks.

Software Engineer | AQM Technologies Pvt. Ltd. May 2025 – Present

• Continued and accelerated product development post-acquisition of TRaiCE Analytics by AQM Technologies.
• Engineered an automated Settlement Risk Monitoring System (SRMS) (Angular v21, Node v24) with real-time analytics to detect and mitigate systemic financial risks across digital payment infrastructure.
• Built end-to-end full stack modules using Angular 14–21, Node.js, Python, and Flask — handling both frontend dashboards and backend APIs.
• Integrated notification systems and alert workflows to surface risk events in real time to operations teams.
• Tech stack: Angular, Tailwind CSS, Python, Node.js, Flask, GKE, SQL.

Full Stack Developer | TRaiCE Analytics Solutions Oct 2022 – Apr 2025

• Contributed to the development of the TRaiCE Angular (v14, v10) applications, enhancing UI performance and usability across multiple modules, integrated RESTful APIs, refactored existing components into reusable modules.
• Built an LLM-powered chatbot using Flask, LangChain, OpenAI, and ChromaDB; designed a local alternative with Ollama and LaMini, reducing projected future deployment costs.
• Diagnosed and resolved chronic Apache NiFi crash loops by tuning thread pool configuration and migrating sensitive parameters to Kubernetes Secrets, improving system uptime.
• Reduced data processing times by replacing Python for-loops with lambda mapping and refining database interaction patterns.

Freelance Developer | Independent – Shri Sharada Hospital 2019 – 2022

• Designed and delivered a multi-branch Hospital Management System with patient virtual ID cards, doctor scheduling, and inventory management for 3+ clinic branches.
• Built a Pharmacy Inventory platform tracking drug stock, sales history, and expiration dates across multiple retail locations.
• Tech stack: Angular, Firebase, Django, PostgreSQL, Python.