Anshu Garg

I deliver data-driven insights and production-ready analytics solutions to improve manufacturing processes and product quality. I work closely with stakeholders to translate business problems into high-value data/AI use cases and implement scalable solutions end-to-end. Current focus: Building a centralized, enterprise data platform for ifm subsidiaries to enable standardized data foundations and consistent, cross-site analytics—using Azure Data Warehouse technologies and modern cloud engineering practices.

Contributed to an EU-funded research project focused on 3D hand pose estimation and gesture recognition using stereo RGBD video captured via Intel RealSense–type depth cameras. Built and evaluated state-of-the-art deep learning pipelines for accurate, real-time 3D hand localization and tracking, combining research rigor with production-grade engineering.

Designed and prototyped machine learning approaches to support safer AI in autonomous driving, focusing on detecting dataset distribution shifts and improving robustness under out-of-domain (OOD) conditions. Designed ML applications for distribution shift detection to identify when models encounter data that differs from training conditions (safety-critical robustness).

1. Designed Machine Learning applications for enhancing crop production by predicting flowering days using multi-modality data (pictures, weather text data etc). 2. Data imputation for weather data. 3. Designed new optimized technique to represent one-hot encoding to store DNA data.

I worked on the LifeCare product of Tieto. I mainly had the responsibility to migrate the functionalities of there legacy system to the new technology stack. Here I worked on the following technologies - C#, MVC, Web Services, Factory Design Pattern, Javascript, Knockout JS, Web API. I worked with a Swedish client and learned a lot about their business requirements and way of working of the municipality of Sweden.

Working as a valuable employee of Infosys is great experience. Every day I try to learn something new which also benefits to company and society indirectly. I worked as the Full Stack .NET Developer. I had a very rich experience in C#, Javascript, HTML, SQL Server Management Studio, deployment processes, communication with international clients.