StockRx

Building the future of medical inventory management & demand forecasting

Responsible for all AI efforts inside StockRx: a custom OCR engine, a custom detector, an insanely fast and compute-light forecasting engine and future features that will make StockRx the pharmacy platform of choice (Python, PyTorch, GCP Vertex AI, AWS Lambda, SAM, AWS ECS, AWS Textract, Azure Document Studio, Tesseract, YOLO,  Transformer based models, CNN models, statistical forecasting, Deep learning forecasting, correlation analysis)

Data engineering(Prefect, MySQL, DynamoDB, SQS, SES, AWS Athena, AWS RDS, Azure Storage), data analysis(PowerBI, Tableau), web development(.Net, React, Typescript, Recoil), DevOps(AWS, Azure, GCP, Github actions, SAM, cdk, terraform, cloudformation, billing, IAM)

Head of AI

AI3 is the first IT industry association in Alba Iulia

Member

Transylvania Angels Network (T.A.N.)

IEEE

IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence Membership
IEEE Computer Society Membership
IEEE Robotics and Automation Society Membership
IEEE Young Professionals Membership

Peer reviewer for multiple IEEE journals, such as TIP and IEEE Access

Reviewer

Vision Tech

Developing, training, customizing and deploying object detection models.
Offering machine learning consulting for industrial clients. 
Serving models with custom built APIs or Torchserve integrations.
Developed an analytical ML model for sales departments of industrial clients
Developed a deeplearning model based on the YOLOv4 detector for automated defect detection in ceramics manufacturing with PyTorch framework and OpenCV. Responsible also for preparing the data and built an auto labeling feature. 
Defect instance tracking with YOLO and DeepSORT.
Research project about efficiencies of AI algorithms on CPUs
Automated car detection project in a parking lot: worked in a team for license plate detection and recognition.
Migrating data engineering pipelines from Fivetran to dbt. Building data ingestion pipelines with Airflow/Prefect
Implemented and trained YOLO object detector on Nvidia jetson boards for a small all terrain rover.
Pipeline integration for AI models using Deepstream & TensorRT for Nvidia jetson boards

Co-Founder

Star Transmission & Star Assembly

Industrial computer vision
Maintenance of the 8FDCT gearbox (both hybrid and ICE only) production line, both hardware and software, especially computer vision related devices(cameras) that perform optical inspection, OCR etc.
Step 7 programming
Kuka robots programming
Optimizing the production line systems, mainly computer vision devices and step7 programs (removing bugs, upgrading programs etc)
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-principala activitate este asigurarea mentenantei (hardware+software) a liniei de producție: cu precadere aparatura ce tine de viziunea artificiala (camere, senzori) si programarea de controlere industriale (PLCs)
-pe plan secundar este "optimizarea" aparaturii de productie de pe proiectul 8G-DCT, in special aparatura ce tine de viziunea artificiala: camere de inspectie vizuala, camere OCR etc.

Automation Engineer

self employment (independent)

Technical consultant for the development of a small autonomous robot that is able to navigate an enclosed urban environment. Main activities: robot design support, PCB design support, planning support, implementing software ( Kalman filter, control algorithms, computer vision algorithms), IMU design support

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Consultant tehnic pentru dezvoltarea unui robotel autonom de dimensiuni reduse. Principalele activitati sunt: support pentru design robot, designul circuitelor electrice de pe robot si planificare+support pentru software-ul necesar, care va rula pe robot (navigație din camera și senzori + implementarea unui filtru Kalman pentru IMU)

Technical Consultant

Institute for Artificial Intelligence

Summer internship @ Institute for Artificial Intelligence , Bremen, Germany
ROS and ML Research Assistant
Main focus: learning about and working with ROS, learning about machine learning algorithms and how they can be applied in the real world and Python web development for the Fall Summer School hosted in Bremen.

Intern

Summer internship @ Star Assembly, Sebes, Romania
Main focus: Industrial robotics, computer vision and manufacturing engineering
Final internship project: controlling a Kuka robot palletizing system using a RGB camera and computer vision, coding in Python.

Self Employed

Summer freelance, graphic design(Corel Draw, Photoshop), printer and computer hardware

Summer freelance

I just want to learn cool things and make the world a better place.

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