Mohamed Konsowa

1. 01 GE Appliances now
2. 02 HIVE AI now
3. 03 CHSE ’24–’25

01 Jan 2026 – Present

Software Engineering Intern, Enterprise Collaboration

GE Appliances, via HIVE AI Innovation Center

• Partnered with GE engineers on an enterprise agentic AI platform: sprint planning, pull requests, spikes, and architecture reviews.
• Evaluated MuleSoft Flex Gateway and API governance for MCP servers, including policies, health probes, and authorization with OPA.
• Designed agent orchestration with n8n, REST, and MCP so agents can call tools and talk to GE systems.
• Proposed a two-horizon platform roadmap: autonomous maintenance and an employee workflow builder with rule-based authority checks.

MuleSoft · n8n · MCP · OPA · Agile

02 Jan 2026 – Present

Software Engineering Intern, Platform and Infrastructure

HIVE AI Innovation Center · University of Louisville

• Contributed to a microservice agentic AI platform on GCP: Cloud Run, Cloud SQL/PostgreSQL, REST APIs, fault-tolerant service design.
• Implemented JWT authentication for the MCP template: endpoint validation, token verification, production hardening.
• Built Terraform monitoring across DEV, QA, and PROD: uptime, 4xx/5xx, error logs, SQL health, latency dashboards that cut time-to-diagnose.

GCP · Terraform · Cloud Run · PostgreSQL · JWT · MCP

03 Jul 2024 – Dec 2025

Software Engineering Intern

UofL Center for Human Systems Engineering · full-time summer, part-time year

• Built a VR diagnostic environment in Unreal Engine with eye-tracking and live ML inference for early dementia detection. BERT, CNNs, DNNs at 90%+ accuracy.
• Shipped Flask/FastAPI backends, refactored legacy Python into microservices (−30% runtime errors), and wired audio and gaze pipelines in Unity and Unreal.
• Improved model recall 15% with Optuna and ensembles. Collected HCI data from 50+ participants. Mentored 5 NSF REU students. Co-authored a manuscript on AI-driven VR diagnostics.

Unreal · Unity · PyTorch · Optuna · FastAPI · HCI

1. 01

   Agentic Web App Generator

   GE Appliances prototype. Multi-agent planning, code generation, and sandboxed execution.

   Live Code
2. 02

   RagyVerse

   RAG document Q&A. FastAPI, React, LangChain, FAISS. Ingestion, chunking, embeddings, retrieval.

   Code
3. 03

   MCP Tool Integration Service

   MCP server for calendar, filesystem, and APIs. Shared schemas for plug-and-play LLM tools.

4. 04

   Scylla

   VAE-LSTM and VAE-CNN anomaly detection on logs and metrics. Dockerized Flask, PostgreSQL, alerts.

5. 05

   VR Dementia Assessment

   Unreal medical room, Vive Pro gaze tracking, live CNN/BERT scoring over backend APIs.

6. 06

   AMD Detection

   Capstone with AIU, UofL, Deusto. Fine-tuned ResNet50. Precision +15%. Deployable inference.

7. 07

   Driver Gaze Prediction

   Scene-aware gaze targets and a scoring loop for novice-driver attention alignment.

   Code

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