Skip to content
View HoshiBatista's full-sized avatar
❄️
focusing
❄️
focusing

Highlights

  • Pro

Block or report HoshiBatista

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
HoshiBatista/README.md

Hi, I'm Roman

Computer Vision & Machine Learning Engineer

Computer Vision • Deep Learning • ML Engineering • MLOps


About Me

I'm a Machine Learning Engineer focused on Computer Vision and production-ready ML systems.

I work across the full ML lifecycle:

  • data preparation and analysis
  • model training and evaluation
  • object detection and image classification
  • model optimization and inference
  • backend API development
  • containerized deployment
  • ML infrastructure and monitoring

I build ML systems using PyTorch, TensorFlow, OpenCV, Transformers, FastAPI, Docker, Kubernetes and MLflow.

I also work with classical ML, gradient boosting, LLM/RAG pipelines, multimodal models, recommendation systems and tabular data.


Deep Learning & Computer Vision


Machine Learning & Data Science


Model Optimization & Inference


Backend & Databases


Infrastructure & Deployment

CI/CD

Monitoring & Observability


Programming Languages


Connect with Me

Pinned Loading

  1. hybrid-consensus-net hybrid-consensus-net Public

    A decentralized, peer-to-peer blockchain network implemented in Go, featuring swappable consensus mechanisms: Proof-of-Work (PoW) and Proof-of-Stake (PoS).

    Go 1

  2. MedVision-AI-Platform MedVision-AI-Platform Public

    Production-grade medical imaging analysis platform. Ingests DICOM / PNG / JPEG images, runs deep-learning inference on three clinical tasks, overlays explainability heatmaps, and generates AI-assis…

    Jupyter Notebook 1

  3. pydfine pydfine Public

    Config-first, Ultralytics-style Python library for the D-FINE real-time object detector: predict, train, validate, and export (ONNX) detection & segmentation from one typed class. No YAML.

    Python 1