Aymen Krifa

Machine Learning Engineer

Bridging research and real-world impact through AI — from fine-tuning LLMs to deploying scalable, production-ready pipelines.

In summary, I turn data into tools that work, learn, and deliver real value. 🎯

Selected Projects

Personal and open-source projects

AutoActivator

Smart shell tool that seamlessly switches Python virtual environments as you navigate between project directories.

Reaper

A simple TUI for listing, monitoring, and killing listening ports using Rust.

Work Experience

3+ years of full-time experience and 3 internships.

Education

Academic background and qualifications

Recent degree was pursued in parallel with full-time work through night classes on campus.

Skills

Technologies and tools I work/worked with throughout the years.

Programming Languages

Python 3SQLBash

AI/ML

PyTorchscikit-learnLangChainLangGraphHF TransformersspaCyOpenAI (API & SDK)Google Gemini (API)Ultravox (API & SDK)DeepEvalMem0

Libraries & Frameworks

NumPypandasPlotlyBeautifulSoup4Seleniumpytest

Web Frameworks & UI

FastAPIFlaskStreamlit

MLOps & Deployment

DockerDocker ComposeMLflowGitHub ActionsDatadog

Cloud & Infrastructure

Azure (OpenAI)aiXplainRunPod

Databases

PostgreSQLChromaDBRedisSQLite

Development Tools

GitIPythonJupyter

Operating Systems

Linux

AI Tools

WindsurfGitHub CopilotCopilot CLI

Collaboration Tools

JiraConfluenceTrelloMicrosoft TeamsSlackBitbucketGitHub

Languages

English (Proficient)French (Conversational)Arabic (Native)

Exposure to Other Technologies/Tools but Not Proficient In

OpenCVSupabaseElasticSearchAWSVercelKubernetesVespaMongoDBTensorFlowKerasXGBoostLightGBMCatBoostPowerBIKibanaRustC++CJava

GitHub Contributions

My coding activity over the past year.

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Certifications

Professional certifications and completed courses.

Machine Learning Engineer

DataCamp

Issued: November 2024

Credential ID: afc9890d64a572bfb23614fa6eaae2a18afedfca

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Google Data Analytics Specialization

Google

Issued: March 2022

Credential ID: BVTWPKS2GGUW

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Associate Data Scientist

DataCamp

Issued: July 2022

Credential ID: 56954fa5219fd1e348b6f93ccb25e55981fc8f69

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Machine Learning

Stanford University (Coursera)

Issued: December 2020

Credential ID: 8QLPUR9CTQLE

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Get in touch

Drop me a line at aymenkrifa@gmail.com or find me online