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shubham1166/README.md

Shubham Sharma

Senior ML & MLOps Engineer  ·  London, UK

Financial Crime AI · Real-time ML Pipelines · MLOps Infrastructure · GenAI

LinkedIn Email GitHub followers


About Me

  • Building production ML systems for financial crime detection at Trade Republic
  • Orchestrated migration of mission-critical FinCrime models from AWS SageMaker → EKS, cutting latency and cost at scale
  • Designed real-time fraud scoring pipelines using Apache Flink + Kafka processing millions of events
  • Built internal GenAI platform: hosted Langfuse, custom Copilot extensions for PyCharm + VSCode, private LLM gateway
  • MSc Industrial Engineering & OR from IIT Bombay (GPA 9.04 / 10)
  • Certified Kubernetes Administrator (CKA) · Certified Professional Python Programmer

Tech Stack

ML / AI

Python PyTorch TensorFlow scikit-learn NumPy Pandas FastAPI

MLOps / Infrastructure

Kubernetes Terraform Docker AWS Apache Flink Apache Kafka

Observability

Prometheus Grafana OpenTelemetry Sentry

Databases

PostgreSQL Neo4j ClickHouse Qdrant Redis


Open Source Contributions

Contributing to the Python ML ecosystem. Every merged PR listed here.

Project Contribution Status
Starting soon — watch this space

GitHub Stats

 

GitHub Streak


Open to interesting conversations about ML systems, MLOps, and financial AI.

Popular repositories Loading

  1. Autoencoders-for-image-processing Autoencoders-for-image-processing Public

    Autoencoder variants — convolutional, denoising, variational — for image processing tasks

    Jupyter Notebook 1

  2. openwebui-custom-pipelines openwebui-custom-pipelines Public

    Custom pipeline plugins for OpenWebUI — LLM integrations and processing chains

    Python 1

  3. Image-Classification-using-deep-learning Image-Classification-using-deep-learning Public

    Jupyter Notebook

  4. Transfer_Learning Transfer_Learning Public

    Transfer learning experiments with pre-trained CNNs on custom datasets

    Jupyter Notebook

  5. Superpixels_For_Segmentation Superpixels_For_Segmentation Public

    Python 1

  6. A-Comparision-between-U-Net-and-SegNet A-Comparision-between-U-Net-and-SegNet Public

    Comparative analysis of U-Net vs SegNet architectures for semantic segmentation

    Jupyter Notebook