About
I’m passionate about building impactful products that leverage cutting-edge technology. I hold an M.Sc. in Computer Science from Technische Universität München (TUM), Germany, with a focus on Artificial Intelligence.
My expertise spans deep learning, generative models, computer vision, and natural language processing (NLP).
Currently, I work as a Generative AI Expert at AUMOVIO in Singapore, where I explore exciting areas such as large language models (LLMs), neural rendering, personalization, conversational AI, and multimodal understanding and generation — all tailored for next-generation automotive applications.
📚 Education
Technische Universität München (TUM)
📍 Munich, Germany
Master of Science (M.Sc.) in Informatics
Anna University - Meenakshi Sundararajan Engineering College
📍 Chennai, India
Bachelor of Technology (B.Tech.) in Information Technology
💼 Experience
AUMOVIO (present)
formerly Continental Automotive
📍 Singapore
Generative AI Expert – Senior AI Specialist
- 🔬Research Areas: Transformers, Diffusion Models, Neural Radiance Fields (NeRFs), Multimodal Understanding & Generation, Retrieval Augmented Generation (RAG)
- 🚗 Application Areas: Scene reconstruction for surround view monitoring, Conversational AI for in-car voice assistants, Tire tread generative design automation, Personalized adaptive UI for infotainment systems
Siemens Mobility
📍 Singapore
Applied Scientist – Senior Data Scientist
- 🔬Research Areas: Transformers, NLP
- Application Areas: Predictive diagnostics for trains
Rolls-Royce
📍 Singapore
Senior Machine Learning Research Engineer – Advanced Technologist
- 🔬Research Areas: Generative Adversarial Networks (GANs), Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Physics-Informed Neural Networks (PINNs)
- ✈️ Application Areas: Closure gap prediction in jet engines, Fan blade defect detection in DICOM imagery, Corrosion level classification in turbine blades, Automated turbine blade character recognition, Vortex detection in CFD simulation data
Allianz SE
📍 Munich, Germany
Data Analyst – Working Student
- Focus Areas: Statistical data analysis, Data mining
- Application Areas: Treaty reinsurance analytics, Business intelligence and expert decision support
Tata Consultancy Services Limited
📍 Chennai, India
Programmer Analyst – Assistant System Engineer
- Focus Areas: Software development, Report automation
- Application Areas: Features for corporate actions systems, Automated report generation tool for billing system
💻 Programming Skills
Languages & Libraries: Python, PyTorch, TensorFlow, Keras, vLLM, Scikit-learn, Streamlit, OpenCV, Spacy, PL/SQL, C, C++, Java, Solidity, Javascript, VBA, SAS base
Platforms & Tools: LangChain, Nerfstudio, Hugging Face, Weights & Biases, MLflow, Docker, AWS (EC2, S3), Git, COLMAP, Halcon, VTK, Jasper iReport