Jatin Babbar Email & Phone Number

Paris, Fr

Paris, Île-De-France, France

- Fine-tuned advanced transformer models, including LayoutLM and XLM-RoBERTa, leveraging Hugging Face pre-trained models to achieve high-accuracy document classification.- Implemented CI/CD pipelines with Jenkins and Docker to automate ML model deployment, ensuring robust, scalable production environments and continuous model iteration.- Developed and optimized offline feature stores using PySpark, improving data retrieval efficiency for high-throughput machine learning pipelines. - Engineered and optimized scalable data pipelines using Apache Airflow and PySpark to automate complex ETL processes, optimizing data workflows to support machine learning applications at scale.- Led cross-functional collaboration with data engineers, product managers, and software engineers to streamline ML pipeline infrastructure and accelerate product deployment cycles.- Key Technologies: Databricks, PySpark, Airflow, AWS SageMaker, PyTorch, Huggingface, Docker, Jenkins, Datadog, Pytest

Lannion, Brittany, France

- Conducted cutting-edge research in applying machine learning algorithms to failure management in optical transport networks, aiming to innovate and improve upon existing static rule-based systems.- Successfully published findings in JOCN August 2021, demonstrating the superior performance of boosting methods, achieving an F1-score greater than 90% and near-perfect average precision and AUC scores.

Nantes, Pays De La Loire, France

- Conducted research on applying transformer architecture to the challenging problem of online handwritten text recognition, focusing on improving accuracy and efficiency in text recognition tasks.- Successfully achieved a 5.6% character error rate on the online handwritten text dataset, demonstrating the effectiveness of transformer models in this domain.

Thiruvananthapuram, Kerala, India

- Led the development of a full-stack AI web application, architecting the frontend with Angular and the backend with Flask to deliver a seamless user experience. - Developed and trained machine learning models with TensorFlow, integrating them into the web application to deliver real-time predictions and insights. - Collaborated closely with cross-functional teams, including data scientists and UX/UI designers, to ensure the successful delivery and deployment of the AI web app.- Key Technologies: Angular, Flask, PostgreSQL, TensorFlow, SpaCy, NLP, Full-Stack Development, AI Web Applications

New Delhi Area, India

- Conducted extensive Exploratory Data Analysis (EDA) to uncover actionable insights and trends, informing data-driven decision-making across the organization.- Developed and maintained automated reporting systems by building monitoring pipelines, streamlining the data reporting process and improving efficiency.

Gurgaon, India

- Performed in-depth EDA to identify trends, anomalies, and patterns within datasets, supporting data-driven insights and decision-making.

Master Of Science - Ms, Machine Learning And Data Mining

Modules: - Advanced Machine Learning - Deep Learning - Data Analytics - Computer Vision - Text Mining - Probabilistic Graphical Models

Bachelor Of Technology, Electronics And Communications Engineering