Mes Compétences
Je suis un spécialiste des systèmes data et back-end. Je peux cependant être full stack et apprendre le bon outil pour le bon besoin.
LLM & GenAI Engineering
En tant qu'ingénieur LLM/GenAI, je peux déployer les derniers LLMs open-source dans le cloud ou on-site, concevoir et déployer des applications LLM end-to-end et des systèmes RAG.
Par exemple, je vous aide à :
🚀 Déployer les derniers LLMs open-source dans le cloud ou sur site, en tant qu'APIs ou chatbots
🧩 Concevoir, architecturer et déployer des applications LLM end-to-end et des systèmes RAG
📈 Booster la productivité de vos data scientists avec des outils MLOps/LLMOps
⚡️ Optimiser les performances d'inférence avec la quantization de modèles et un serving efficace
⚙️ Développer des MCP servers pour vos outils
🎯 Fine-tuner et adapter les modèles foundation à votre domaine et cas d'usage spécifiques
Frameworks & Outils
Data Engineering
Ma mission est de m'assurer que les données de votre organisation sont bien préparées, propres et fiables. Je peux vous aider à créer des pipelines de données à grande échelle qui peuvent impliquer la mise en commun de nombreux systèmes différents.
En tant qu'ingénieur data, je peux vous aider à choisir les bons outils pour le travail et les combiner pour créer des solutions permettant les processus métier de votre entreprise avec des pipelines de données.
Langages
'%3e%3cpath%20d='m13.4-31s75%207.5%2075%2020v-30s0-12.5-75-20z'%20fill='url(%23b)'/%3e%3cpath%20d='m13.4%209s75%207.5%2075%2020v-30s0-12.5-75-20z'%20fill='url(%23c)'/%3e%3cpath%20d='m88.4-81v30s0%2012.5-75%2020v-30s75-7.5%2075-20'%20fill='url(%23e)'/%3e%3cpath%20d='m13.4-21s75-7.5%2075-20v30s0%2012.5-75%2020z'%20fill='url(%23f)'/%3e%3cpath%20d='m13.4%2049v-30s75-7.5%2075-20v30s0%2012.5-75%2020'%20fill='url(%23g)'/%3e%3c/g%3e%3c/svg%3e)
Frameworks
%20--%3e%3csvg%20version='1.1'%20id='Layer_1'%20xmlns='http://www.w3.org/2000/svg'%20xmlns:xlink='http://www.w3.org/1999/xlink'%20x='0px'%20y='0px'%20viewBox='0%200%20304%20182'%20style='enable-background:new%200%200%20304%20182;'%20xml:space='preserve'%3e%3cstyle%20type='text/css'%3e%20.st0{fill:%23252F3E;}%20.st1{fill-rule:evenodd;clip-rule:evenodd;fill:%23FF9900;}%20%3c/style%3e%3cg%3e%3cpath%20class='st0'%20d='M86.4,66.4c0,3.7,0.4,6.7,1.1,8.9c0.8,2.2,1.8,4.6,3.2,7.2c0.5,0.8,0.7,1.6,0.7,2.3c0,1-0.6,2-1.9,3l-6.3,4.2%20c-0.9,0.6-1.8,0.9-2.6,0.9c-1,0-2-0.5-3-1.4C76.2,90,75,88.4,74,86.8c-1-1.7-2-3.6-3.1-5.9c-7.8,9.2-17.6,13.8-29.4,13.8%20c-8.4,0-15.1-2.4-20-7.2c-4.9-4.8-7.4-11.2-7.4-19.2c0-8.5,3-15.4,9.1-20.6c6.1-5.2,14.2-7.8,24.5-7.8c3.4,0,6.9,0.3,10.6,0.8%20c3.7,0.5,7.5,1.3,11.5,2.2v-7.3c0-7.6-1.6-12.9-4.7-16c-3.2-3.1-8.6-4.6-16.3-4.6c-3.5,0-7.1,0.4-10.8,1.3c-3.7,0.9-7.3,2-10.8,3.4%20c-1.6,0.7-2.8,1.1-3.5,1.3c-0.7,0.2-1.2,0.3-1.6,0.3c-1.4,0-2.1-1-2.1-3.1v-4.9c0-1.6,0.2-2.8,0.7-3.5c0.5-0.7,1.4-1.4,2.8-2.1%20c3.5-1.8,7.7-3.3,12.6-4.5c4.9-1.3,10.1-1.9,15.6-1.9c11.9,0,20.6,2.7,26.2,8.1c5.5,5.4,8.3,13.6,8.3,24.6V66.4z%20M45.8,81.6%20c3.3,0,6.7-0.6,10.3-1.8c3.6-1.2,6.8-3.4,9.5-6.4c1.6-1.9,2.8-4,3.4-6.4c0.6-2.4,1-5.3,1-8.7v-4.2c-2.9-0.7-6-1.3-9.2-1.7%20c-3.2-0.4-6.3-0.6-9.4-0.6c-6.7,0-11.6,1.3-14.9,4c-3.3,2.7-4.9,6.5-4.9,11.5c0,4.7,1.2,8.2,3.7,10.6%20C37.7,80.4,41.2,81.6,45.8,81.6z%20M126.1,92.4c-1.8,0-3-0.3-3.8-1c-0.8-0.6-1.5-2-2.1-3.9L96.7,10.2c-0.6-2-0.9-3.3-0.9-4%20c0-1.6,0.8-2.5,2.4-2.5h9.8c1.9,0,3.2,0.3,3.9,1c0.8,0.6,1.4,2,2,3.9l16.8,66.2l15.6-66.2c0.5-2,1.1-3.3,1.9-3.9c0.8-0.6,2.2-1,4-1%20h8c1.9,0,3.2,0.3,4,1c0.8,0.6,1.5,2,1.9,3.9l15.8,67l17.3-67c0.6-2,1.3-3.3,2-3.9c0.8-0.6,2.1-1,3.9-1h9.3c1.6,0,2.5,0.8,2.5,2.5%20c0,0.5-0.1,1-0.2,1.6c-0.1,0.6-0.3,1.4-0.7,2.5l-24.1,77.3c-0.6,2-1.3,3.3-2.1,3.9c-0.8,0.6-2.1,1-3.8,1h-8.6c-1.9,0-3.2-0.3-4-1%20c-0.8-0.7-1.5-2-1.9-4L156,23l-15.4,64.4c-0.5,2-1.1,3.3-1.9,4c-0.8,0.7-2.2,1-4,1H126.1z%20M254.6,95.1c-5.2,0-10.4-0.6-15.4-1.8%20c-5-1.2-8.9-2.5-11.5-4c-1.6-0.9-2.7-1.9-3.1-2.8c-0.4-0.9-0.6-1.9-0.6-2.8v-5.1c0-2.1,0.8-3.1,2.3-3.1c0.6,0,1.2,0.1,1.8,0.3%20c0.6,0.2,1.5,0.6,2.5,1c3.4,1.5,7.1,2.7,11,3.5c4,0.8,7.9,1.2,11.9,1.2c6.3,0,11.2-1.1,14.6-3.3c3.4-2.2,5.2-5.4,5.2-9.5%20c0-2.8-0.9-5.1-2.7-7c-1.8-1.9-5.2-3.6-10.1-5.2L246,52c-7.3-2.3-12.7-5.7-16-10.2c-3.3-4.4-5-9.3-5-14.5c0-4.2,0.9-7.9,2.7-11.1%20c1.8-3.2,4.2-6,7.2-8.2c3-2.3,6.4-4,10.4-5.2c4-1.2,8.2-1.7,12.6-1.7c2.2,0,4.5,0.1,6.7,0.4c2.3,0.3,4.4,0.7,6.5,1.1%20c2,0.5,3.9,1,5.7,1.6c1.8,0.6,3.2,1.2,4.2,1.8c1.4,0.8,2.4,1.6,3,2.5c0.6,0.8,0.9,1.9,0.9,3.3v4.7c0,2.1-0.8,3.2-2.3,3.2%20c-0.8,0-2.1-0.4-3.8-1.2c-5.7-2.6-12.1-3.9-19.2-3.9c-5.7,0-10.2,0.9-13.3,2.8c-3.1,1.9-4.7,4.8-4.7,8.9c0,2.8,1,5.2,3,7.1%20c2,1.9,5.7,3.8,11,5.5l14.2,4.5c7.2,2.3,12.4,5.5,15.5,9.6c3.1,4.1,4.6,8.8,4.6,14c0,4.3-0.9,8.2-2.6,11.6%20c-1.8,3.4-4.2,6.4-7.3,8.8c-3.1,2.5-6.8,4.3-11.1,5.6C264.4,94.4,259.7,95.1,254.6,95.1z'/%3e%3cg%3e%3cpath%20class='st1'%20d='M273.5,143.7c-32.9,24.3-80.7,37.2-121.8,37.2c-57.6,0-109.5-21.3-148.7-56.7c-3.1-2.8-0.3-6.6,3.4-4.4%20c42.4,24.6,94.7,39.5,148.8,39.5c36.5,0,76.6-7.6,113.5-23.2C274.2,133.6,278.9,139.7,273.5,143.7z'/%3e%3cpath%20class='st1'%20d='M287.2,128.1c-4.2-5.4-27.8-2.6-38.5-1.3c-3.2,0.4-3.7-2.4-0.8-4.5c18.8-13.2,49.7-9.4,53.3-5%20c3.6,4.5-1,35.4-18.6,50.2c-2.7,2.3-5.3,1.1-4.1-1.9C282.5,155.7,291.4,133.4,287.2,128.1z'/%3e%3c/g%3e%3c/g%3e%3c/svg%3e)
Machine Learning & Data Science
Ma mission est de vous aider à comprendre si et où le machine learning peut être utile pour votre entreprise, et d'implémenter les modèles et systèmes d'IA pour vous.
En tant que data scientist, je peux vous aider à créer des pipelines de données pour le machine learning (extraction, nettoyage, augmentation) et déployer des modèles state-of-the-art adaptés à votre problématique.
Langages
Frameworks
;}.cls-3{fill:url(%23linear-gradient);}.cls-4{clip-path:url(%23clip-path-2);}.cls-5{fill:url(%23linear-gradient-2);}.cls-6{fill:%23425066;}%3c/style%3e%3cclipPath%20id='clip-path'%3e%3cpolygon%20class='cls-1'%20points='402%20112.59%20337.47%2075.72%20337.47%20226.84%20363.25%20211.88%20363.25%20169.36%20382.72%20180.63%20382.61%20151.54%20363.25%20140.48%20363.25%20123.59%20402.09%20146.03%20402%20112.59'/%3e%3c/clipPath%3e%3clinearGradient%20id='linear-gradient'%20x1='261.18'%20y1='151.1'%20x2='419.65'%20y2='151.1'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20offset='0'%20stop-color='%23ff6f00'/%3e%3cstop%20offset='1'%20stop-color='%23ffa800'/%3e%3c/linearGradient%3e%3cclipPath%20id='clip-path-2'%3e%3cpolygon%20class='cls-1'%20points='267.14%20112.59%20331.67%2075.72%20331.67%20226.84%20305.89%20211.88%20305.89%20123.59%20267.05%20146.03%20267.14%20112.59'/%3e%3c/clipPath%3e%3clinearGradient%20id='linear-gradient-2'%20x1='260.11'%20y1='151.1'%20x2='418.58'%20y2='151.1'%20xlink:href='%23linear-gradient'/%3e%3c/defs%3e%3ctitle%3eFullColorPrimary%20Vertical%3c/title%3e%3cg%20class='cls-2'%3e%3crect%20class='cls-3'%20x='261.18'%20y='75.17'%20width='158.47'%20height='151.86'/%3e%3c/g%3e%3cg%20class='cls-4'%3e%3crect%20class='cls-5'%20x='260.11'%20y='75.17'%20width='158.47'%20height='151.86'/%3e%3c/g%3e%3cpath%20class='cls-6'%20d='M137.32,287.6H114v64.23H101.15V287.6H78.07V277.14h59.25Z'/%3e%3cpath%20class='cls-6'%20d='M152.77,352.85q-11.85,0-19.21-7.46t-7.36-19.88V324a33.4,33.4,0,0,1,3.2-14.85,24.4,24.4,0,0,1,9-10.18,23.76,23.76,0,0,1,12.92-3.64q11.34,0,17.52,7.23T175,323v5H138.76q.57,6.89,4.6,10.88a13.76,13.76,0,0,0,10.13,4A16.89,16.89,0,0,0,167.44,336l6.72,6.41a22.41,22.41,0,0,1-8.9,7.72A27.84,27.84,0,0,1,152.77,352.85Zm-1.49-47.55a10.49,10.49,0,0,0-8.28,3.59q-3.17,3.58-4,10h23.75V318q-.41-6.25-3.33-9.46A10.41,10.41,0,0,0,151.28,305.3Z'/%3e%3cpath%20class='cls-6'%20d='M196.27,296.32l.36,6.41a20,20,0,0,1,16.16-7.43q17.34,0,17.64,19.85v36.68H218v-36c0-3.53-.76-6.13-2.28-7.83s-4-2.54-7.47-2.54q-7.53,0-11.23,6.83v39.5H184.52V296.32Z'/%3e%3cpath%20class='cls-6'%20d='M270.88,336.75a5.64,5.64,0,0,0-2.74-5.08q-2.75-1.76-9.11-3.08a46.78,46.78,0,0,1-10.62-3.39q-9.33-4.51-9.33-13.08a14.74,14.74,0,0,1,6-12q6.06-4.83,15.39-4.82,9.94,0,16.08,4.92A15.61,15.61,0,0,1,282.73,313H270.27a7.67,7.67,0,0,0-2.67-6,10.23,10.23,0,0,0-7.08-2.39,11,11,0,0,0-6.69,1.9,6,6,0,0,0-2.6,5.08,5.06,5.06,0,0,0,2.42,4.46q2.4,1.59,9.74,3.21a46.22,46.22,0,0,1,11.52,3.85,16.27,16.27,0,0,1,6.21,5.36,13.64,13.64,0,0,1,2,7.59,14.45,14.45,0,0,1-6.21,12.13q-6.19,4.65-16.26,4.64a28.66,28.66,0,0,1-12.15-2.46,20,20,0,0,1-8.31-6.77,16,16,0,0,1-3-9.29h12.11a8.77,8.77,0,0,0,3.33,6.8,13,13,0,0,0,8.16,2.39q4.92,0,7.49-1.88A5.77,5.77,0,0,0,270.88,336.75Z'/%3e%3cpath%20class='cls-6'%20d='M289.56,323.56a32.66,32.66,0,0,1,3.23-14.7,23.54,23.54,0,0,1,9.08-10.05,25.61,25.61,0,0,1,13.44-3.51q11.24,0,18.23,7.23t7.57,19.18l.05,2.93A33.07,33.07,0,0,1,338,339.31a23.39,23.39,0,0,1-9,10,25.78,25.78,0,0,1-13.57,3.54q-11.75,0-18.8-7.82t-7.05-20.85ZM302,324.64q0,8.57,3.54,13.41a11.49,11.49,0,0,0,9.85,4.85,11.37,11.37,0,0,0,9.82-4.92q3.52-4.94,3.52-14.42,0-8.42-3.62-13.34a12.19,12.19,0,0,0-19.52-.07Q302,315,302,324.64Z'/%3e%3cpath%20class='cls-6'%20d='M378.66,307.71a31.16,31.16,0,0,0-5.07-.41q-8.58,0-11.55,6.57v38H349.58V296.32h11.9l.31,6.21q4.51-7.23,12.51-7.23a11.83,11.83,0,0,1,4.41.71Z'/%3e%3cpath%20class='cls-6'%20d='M430.78,320.18H400.72v31.65h-13V277.14h47.45V287.6H400.72v22.21h30.06Z'/%3e%3cpath%20class='cls-6'%20d='M455.41,351.83H442.94V277h12.47Z'/%3e%3cpath%20class='cls-6'%20d='M464.54,323.56a32.79,32.79,0,0,1,3.23-14.7,23.6,23.6,0,0,1,9.08-10.05,25.61,25.61,0,0,1,13.44-3.51q11.23,0,18.24,7.23t7.57,19.18l0,2.93A32.93,32.93,0,0,1,513,339.31a23.26,23.26,0,0,1-9,10,25.72,25.72,0,0,1-13.56,3.54q-11.76,0-18.81-7.82t-7-20.85ZM477,324.64q0,8.57,3.54,13.41a12.34,12.34,0,0,0,19.67-.07q3.51-4.94,3.51-14.42,0-8.42-3.61-13.34a11.56,11.56,0,0,0-9.83-4.92,11.43,11.43,0,0,0-9.69,4.85Q477,315,477,324.64Z'/%3e%3cpath%20class='cls-6'%20d='M572.4,334.64l8.82-38.32h12.16l-15.13,55.51H568l-11.9-38.12-11.7,38.12H534.13L519,296.32h12.16l9,37.91,11.39-37.91h9.39Z'/%3e%3c/svg%3e)
DevOps & MLOps
Je peux travailler avec votre équipe pour raccourcir et optimiser le cycle de vie de vos applications, et faciliter des déploiements rapides et propres via la standardisation et l'automatisation.
Je suis également capable d'architecturer vos systèmes en utilisant un fournisseur cloud de votre choix (AWS, GCP, Azure, IBMCloud). Si vous devez déployer des pipelines CI/CD dans votre organisation ou exposer des applications en tant que micro-services, sur site ou dans le cloud, je peux le faire pour vous.
Langages
Frameworks
