Sarthak Garg Email & Phone Number

Munich, By, De

Munich, Bavaria, Germany

* Development of AI models for anti money laundering products and deploying them into production* Development of new functionality in the core tech stack (backend java, python)* Conducting PoCs for clients in fintech and banking sector

Darmstadt, Hesse, Germany

Development of core data analytics for AI dance coach solution (in production) in an agile CI/CD environment. Mining actionable insights from user data regarding user behavior, retention, and likeness.

Munich Area, Germany

* The task is to create an unsupervised deep generative model that can generate samples of new and diverse Scene Graphs (graph representation of an image scene). * For this purpose, I have developed a Deep Learning model(Pytorch) that generates the nodes in the graph using a novel Set Variational Auto-encoder, and the edges using a hierarchical GRU architecture (autoregressively). * Employed a novel evaluation metric based on Maximum Mean Discrepancy measure on a graph kernel for labeled and directed graph.* Improved the recurrent architecture with a transformer-based model.

Greater Munich Metropolitan Area

As an intern, I was involved in designing and implementing several ML-based proofs-of-concept for consumer analytics-based data products from raw transaction data. I was exposed to the whole data analytic pipeline - data query(SQL); wrangling, preprocessing, and exploration (pandas, numpy, plotly); design iterations (brainstorming and implementation); mockup dashboard creation(dash). Some highlights include:* NLP and graph-based algorithms for shopping product categorization* Deep Learning based algorithms for recommender system* Time-series segmentation for Consumer Lifecycle prediction* Analysis tools used: scikit-learn, Plotly, Pytorch, Spacy, Dash, pandas, numpy

Bengaluru Area, India

Design and Simulation engineer for Thermal Space Systems Group. Conducted the design and analysis of various scientific payloads to be flown aboard the solar space observatory ADITYA.

Master Of Science - Ms, Computational Science, 1.8

Focus: Data Analytics, Machine Learning, and Computer Vision

Bachelor Of Technology, Aerospace Engineering, 8.85/10 (Top 3)

Focus: Mathematical modeling and optimization, Computational Fluid Dynamics

Physics, Chemistry, Maths, 91%