Freelancer profile translated to English.
Back to original languageAbout Martin
Experienced software engineer with a focus on data science and backend development; with complementary knowledge in fullstack development and project management.
Driven by a passion for entrepreneurship, I value autonomy and initiative in my work. Inspired by YC's motto:
"Make something people want."
French
Native or bilingual
English
Fluent
Russian
Conversational
Remote only
Primarily works remotely
Experience
- FuseCo-founder & CTOEDUCATION AND E-LEARNINGMarch 2023 - June 2024 (1 year and 3 months)Fuse is a startup exploring AI applications in education.Activities:
- Developed a virtual tutor on WhatsApp to provide students with 24/7 academic support, powered by their course content.
- Deployed ML models for real-time inference on a private cloud.
- Implemented an RAG pipeline to extract educational content relevant to student questions.
Impact:- Conducted three paid pilots with different institutions (schools, tutoring platforms).
- EASY CASH S.A.S
On Malt
Design of a performance analysis toolRETAIL (SMALL BUSINESS)August 2019 - Today (6 years and 10 months)Bordeaux, FranceDevelopment, deployment, and monitoring of a pricing API within the Easycash network (120+ stores & e-commerce site) for thousands of product references.Activities:- Developed an algorithm based on sales data, adapted for each product category (Python).- Packaged the algorithm into an API (FastAPI + Docker), accompanied by a Redis caching service.- Deployed the API on EasyCash servers (Git).- Conducted system-level A/B testing with a selection of stores, then deployed to the entire network.- Integrated with existing services to daily retrieve data, cache new prices, and respond to incoming requests.- Implemented API logging and monitoring with Elasticsearch.- Created a dashboard (Dash/Plotly) displaying intermediate results, useful for understanding and analyzing prices.Impact:- Strategic tool for the network with 3,000 to 5,000 requests per day.- Pricing aligned with network objectives for over 20,000 product references. - AnyCutProcess automation for the manufacturing industryMECHANICAL ENGINEERINGJuly 2018 - September 2022 (4 years and 1 month)Moscou, RussiaAnyCut is a startup in the manufacturing industry that develops a solution to automate the creation of quotes for 2D industrial parts machining.Activities:- Automated information extraction from DXF files (a standard file format in the industry for 2D parts).- Developed a Python pricing algorithm considering the characteristics of the parts to be machined and external factors (e.g., steel ton price).- Developed a Python "shape nesting" algorithm to optimize raw material usage during machining.- Created an API with Docker and Flask to put these algorithms into production.- Automated the sending of quotes directly to users' emails.Impact: Automation of an entire process, resulting in:- Considerable time and cost savings. Creating a quote now takes only a few minutes, compared to several days with specialist intervention previously.- Improved customer relations through an intuitive interface and immediate response to any new price request via automatic quote sending.
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Education
- Engineering degree - data science, statistics, and optimizationISAE Supaero2018A la suite du tronc commun couvrant de nombreux sujets, de l'aérodynamique à la physique du laser, je me suis spécialisé en science des données. Cette spécialisation se compose des unités de formation suivante : * "Machine learning", supervisé, non supervisé et par renforcement (mise en pratique avec Python et les librairies pandas, numpy, scipy, scikit learn, keras entre autres) * statistique inférentielle et descriptive (mise en pratique avec R) * optimisation et théorie de la décision (mise en pratique avec Python) * outils du "Big Data" : SQL, Spark, visualisation et business intelligence (Tableau software), problématique liées à la vie privée.
- DESIA - Higher Education Diploma in Business EngineeringISAE Supaero2018Formation business mise en place par l'ISAE-SUPAERO. Délivrée par des intervenants du milieu académique et professionnel (cabinets de conseils : BCG, Roland Berger, Archery...). Condensé d’un cursus école de commerce : finance, comptabilité, stratégie d'entreprise et marketing. Le diplôme est validé par la présentation d’une étude stratégique devant un parterre d'une trentaine de professionnels. Voir notre présentation : "la galaxie Elon Musk" https://www.slideshare.net/slideshow/embed_code/key/b3hvdJANjh5Uga.