Hybrid Professional in AI, Software Engineering, and Medicine

Khalfoun Mohamed El Mehdi

Building intelligent healthcare solutions through code and clinical expertise

KM

About Me

I'm a hybrid professional with a unique blend of expertise in artificial intelligence, software engineering, and medicine. At 23, I'm passionate about advancing healthcare through technology, with a focus on cancer research, clinical reasoning, and rare diseases.

My background in medicine combined with strong technical skills allows me to bridge the gap between healthcare and technology, creating solutions that can make a real difference in patient care and medical research.

I regularly engage with academic literature, particularly in journals like Nature and Cochrane Reviews, to stay at the forefront of medical innovation and evidence-based practice.

My Specialties

AI & Software Engineering

Building advanced applications with a focus on system design, data structures, and algorithms.

Medical Expertise

Leveraging medical knowledge in cancer research, clinical reasoning, and rare diseases.

Healthcare Technology

Specialized in healthcare data standards (DICOM, FHIR, HL7) and medical AI applications.

Research Methodology

Proficient in systematic reviews, meta-analyses, and evidence-based medicine.

JavaScript
React
Node.js
Python
Golang
Numpy
JavaScript
React
Node.js
Python
Golang
Numpy
JavaScript
React
Node.js
Python
Golang
Numpy
Next.js
Nest.js
TensorFlow
Slack
Pytorch
TypeScript
Next.js
Nest.js
TensorFlow
Slack
Pytorch
TypeScript
Next.js
Nest.js
TensorFlow
Slack
Pytorch
TypeScript

Professional Experience

A timeline of my professional journey building cutting-edge software solutions across various domains.

Backend Engineer

June 2023 – Present

3M Express

  • Spearheaded the development of the company's core routing module, solving pathfinding and vehicle routing problems for optimized last-mile delivery.
  • Architected the admin platform and implemented automated integration testing tools, enhancing system reliability and performance.
  • Designed advanced error logging and monitoring frameworks, resulting in a 30% increase in operational stability.
GolangKubernetesSystem DesignAlgorithms

Fullstack Engineer

March 2022 – May 2023

Riverdone

  • Led the development of web and mobile applications for high-profile clients, including Finimize, delivering exceptional user experiences.
  • Implemented scalable, high-performance systems and improved codebase efficiency by over 40% through continuous optimization.
ReactNode.jsTypeScriptMongoDB

Fullstack Engineer

November 2021 – March 2022

TemtemOne

  • Developed a next-generation web platform utilizing React, React Native, Node.js, TypeScript, and MongoDB.
  • Enhanced application responsiveness through strategic performance optimizations.
ReactReact NativeNode.jsTypeScript

Technical Skills

My unique combination of expertise spans software engineering, artificial intelligence, and healthcare.

Programming Languages

PythonJavaScriptTypeScriptGolang

Web Development

ReactNext.jsNode.jsNestJSExpressTypeORMGraphQLGinGORM

Databases

MongoDBPostgresRedisFAISSPinecone

AI & Data Science

TensorFlowPyTorchTransformersDiffusion modelsCNNsRNNsNumpyPandas

Healthcare Data Standards

DICOMFHIRHL7

Infrastructure

DockerKubernetesPubSubGoogle CloudAzureAWS

Research & Medicine

Systematic reviewsMeta-analysesEvidence-Based MedicineClinical reasoning

Featured Projects

A showcase of my work at the intersection of software engineering, AI, and healthcare.

Healthcare AI Assistant

A specialized Retrieval-Augmented Generation (RAG) system for clinical decision support, integrating medical literature and patient data.

PythonPyTorchFHIRRAGTensorFlow

DICOM Viewer & Analyzer

Advanced medical imaging platform with AI-powered anomaly detection for radiologists.

ReactTensorFlow.jsDICOMNode.js

Route Optimization Engine

High-performance pathfinding service for optimized last-mile delivery routing.

GolangAlgorithmsGraphQLDocker

Clinical Trial Matcher

Platform connecting patients with appropriate clinical trials using NLP and personalized matching algorithms.

Next.jsNLPMongoDBExpress

Medical Literature RAG

Specialized retrieval-augmented generation system for medical research papers and evidence-based medicine.

PythonFAISSLangchainTransformers

Telemedicine Platform

Secure video consultation and patient management system for healthcare providers.

ReactWebRTCSocket.ioNode.js

Education & Certifications

My academic background and continuous learning journey

Education

Medicine M.D.

Algiers University, 2019

  • Completed clinical rotations while cultivating a strong interest in the application of AI in healthcare.
  • Focused on cancer research, clinical reasoning, and rare diseases, exploring the integration of AI to improve diagnostics and treatment outcomes.
  • Actively researched protein language models and generative protein diffusion models for drug discovery and personalized medicine.

Certifications & Training

EFSET English Certificate

EF Standard English Test

Scored 82/100 (Proficient)

Convolutional Neural Networks TensorFlow

deeplearning.ai

Introduction to TensorFlow

Coursera

Frontend Web Development

Udacity

Fullstack Web Development

Udacity

Python Basics

Edrak

Medical Laboratory Training

Medical Test Laboratories

Completed one-week training in medical test laboratories

Get In Touch

Interested in collaboration or have a project in mind? I'd love to hear from you.

Contact Information

Send Me a Message