Skip to content
View Vridhi-Wadhawan's full-sized avatar
🙂
🙂
0 followers · 2 following

Block or report Vridhi-Wadhawan

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.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

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

Report abuse
Vridhi-Wadhawan/README.md

Hi I’m Vridhi 👋

Learning to building production-ready forecasting & vision systems

I work with data and machine learning, and I enjoy building things that don’t stop at analysis or models but are actually usable in practice. My work focuses on practical, reproducible solutions: not just what works, but why it works and how it can be maintained in production.

I have worked with financial and operational datasets where data quality and consistency mattered as much as the insights themselves. Most projects here reflect learning-by-doing across forecasting, ML systems, computer vision, and deployment.

What you’ll find here

  • Time-series forecasting projects and demand modeling
  • End-to-end ML pipelines, APIs, and model monitoring
  • Deep learning for object detection and image classification
  • Knowledge-graph–based system modeling and structured representations

Current focus

  • Productionizing forecasting models with robust data validation and CI/CD
  • Improving interpretability and operational reliability of ML systems
  • Prototyping multi-modal approaches that combine vision and structured time-series data

Tech & tools

  • Languages: Python, SQL
  • ML: PyTorch, scikit-learn, TensorFlow
  • Infra & tooling: Docker, FastAPI, Airflow, AWS/GCP
  • Data: Pandas, Dask, data validation tools

Outside of work

I enjoy movies and music, and I like noticing patterns and structure in both — whether it’s a story, a dataset, or a system.

Contact

Pinned Loading

  1. bank-marketing-mlops bank-marketing-mlops Public

    End-to-end MLOps project to predict bank term deposit subscriptions using a containerized ML API with deployment and exploitability.

    Jupyter Notebook 1

  2. stock-forecasting-mlops stock-forecasting-mlops Public

    End-to-end stock price forecasting using statistical and machine learning models, with evaluation and deployment-oriented design.

    Jupyter Notebook 1

  3. product-segmentation-affinity-analysis product-segmentation-affinity-analysis Public

    Affinity-based consumer segmentation analysis linking product attributes to distinct customer personas, with strategic implications for pricing, positioning, and portfolio design.

    Jupyter Notebook 1

  4. residential-complex-knowledge-graph residential-complex-knowledge-graph Public

    Conceptual knowledge graph schema for a residential complex digital twin, modeling infrastructure, facilities, automation, security, and people.

    1