Alexander Petrov Email & Phone Number

Batumi, Adjara, Ge

Georgia

Building advanced AI experience for users on top of OpenAI APIPython, Pandas, PyTorch, OpenAI API, fine-tuning Mistral-7B and LLAMA-2, RAG, llamaindex, trulens, Replit, Github, Web (Flask)

United States

Upon invitation from founder and investor to help realise the idea of AI in BIM I personally assembled R&D team, established agile development process, defined user portraits and product concept, guided methods landscape research and ML/CV proof-of-concept development.Recruitment of CV/AI team x4 ppl including Senior Scientist;User portraits and needs analysis with value-proposition canvas;Customer discovery and development through BIM modellers interview;Product idea to product design transition with story telling and wireframes;Day-to-day team work management;Guidance of proof-of-concept development with Spiral development model;ML/CV methods research, prioritisation and approval for development.Keywords: Value proposition canvas, Story telling, Wireframes, Customer discovery;Objects detection, Segmentation, Clusterization, OCR;Autodesk Revit, IndoorGML, Apache Airflow;Active recruitment funnel, Soft-skills interview, Technical interview.

St Petersburg, St Petersburg City, Russia

CMS Systems is innovative technology company with focus on MedTech research and development.Within company I served as person who helps to founders to realise their ideas and worked in roles of Product manager, Engineering manager, Key account manager, Sales engineer. Under my guidance projects with average budget of 300K USD were designed, planned, signed and completed. Also I made repeated sales for existing customer for works of 30K USD average budget.Under my guidance IP transfer were performed including acquisition of patents in Russian, EU and US legislation.Products and services deliveredVideo surveillance, IoT and embedded software developmentVirtual and augmented reality software3D scanning and modeling softwareComputer vision and machine learning software

United States

Invention and development of online lingerie fitting technology in partnership with lingerie manufacturer.Served as technical confounder; Within team we applied TRIZ methodology for lingerie fitting problem solution;Raised pre-seed financing of 30K USD for the startup from investor in retail industry.Keywords: Value proposition canvas, Business model canvas, Story tellingFunctional modeling, TRIZ, 3D scanning, 3D modeling, Hardware prototyping

Saint Petersburg, Russian Federation

Bootstrapped startup that aimed to provide 3D scanning, 3D modeling and simulation tools, storage and visualization for plastic surgeons and cosmetologists. Startup operated and performed service across 5 countries. Funding were received from founders, governments funds and startup competitions. Microsoft Fund in Russia provided seed grant support for the startup. Seed investments proposals received of 500 000 EUR as convertible loan for minor share at the company. During time of startup operations 300+ patient modeling cases were performed as SaaS model, 2x 3D imaging of cadaver courses performed, 5+ Aesthetic medical conferences supported with 3D imaging of live surgeries. Served as CTO and Product manager within group of 5 engineering persons;As Product manager performed Customer discovery and development, made physicians interviews, attended and gave talks on medical conferences, attended medical procedures and surgeries; Activities were performed in Russia, Finland, Germany, France;As CTO managed architecture design and implementation of CAD software for 3D models, designed and envisioned methods for 3D mesh processing and modelling, established processes for semi-automated patients 3D scans processing and deliver to physicians;Performed lectures and guided student internships in geometric algebra, physical-based modelling, images processing, 3D mesh processing;Attended local and international conferences, and clinics; establish personal relations for opinion leaders and performed trials for opinion leaders in area of plastic surgery, dermatology and cosmetology;With startup attended and won variety business planning and technology entrepreneurship competitions in Russia, joint Russian-European and US.

St Petersburg, St Petersburg City, Russia

Phd student in Saint-Petersburg State University, Mathematics and mechanics department, Software engineering department, student group leader. Work was dedicated to integrating of CT, MRI scans with 3D surface scans, forming Image guided surgery vision, creating 3D avatars for medical treatment and recovery tracking. Also research performed on integration of CT, MRI scans with 3D surface scans, forming Image guided surgery vision, creating 3D avatars for medical treatment and recovery tracking.

Specialist, Computer Science, Software Engineering

Activities and Societies: Software product developement (under guidness of Ilya Antipov), Intel Sprint Lab hpc and multythreading.

Education record

Admitted to Mathematics and Mechanics faculty of Saint-Petersburg State University on base of city mathematics advance exams.

Education record

Advance courses in English, Spanish languages, History and Literature.

Image Processing, 3D Modelling, Machine Learning

Application of stohastic optimization to machine learning algorithms, grid and distributed computing software development, 3D human.