Passionate Machine Learning Engineer and Data Science Master's student with hands-on experience in building intelligent systems, RAG pipelines, and scalable AI solutions.
I'm a Master's student in Data Science at Trier University, Germany, with a strong foundation in computer science and hands-on experience in machine learning engineering. My journey began with a Bachelor's degree in Computer Science and Engineering, followed by professional experience across enterprise delivery, AI/ML consulting, and production RAG systems.
Currently, I work as an ML Engineer at Sudha Consulting Group AB, where I focus on production-ready RAG applications, latency optimization, retrieval quality, and cost-efficient LLM deployment. I'm passionate about turning prototypes into scalable AI solutions and staying at the forefront of AI/ML innovation.
My expertise spans across RAG pipelines, vector databases, FastAPI development, and data engineering. I'm particularly interested in the intersection of AI and practical applications that solve real-world problems.
Sudha Consulting Group AB, Remote (Sweden)
Reduced RAG response latency from 2.4s to 0.9s with async streaming, Qdrant vector index caching, and prompt compression. Improved retrieval precision@5 from 0.68 to 0.84 through hybrid search and reranking, while cutting LLM inference cost by 34% with quantized Mistral-7B on AWS Lambda and response caching.
Starting Point Solutions, Trier, Germany
Automated weekly demand forecasting to save clients about 12 hours of manual Excel work per week. Built Python pipelines processing 450k+ retail transactions daily with 99.7% uptime on GCP, improved defect-detection accuracy from 81% to 88%, and led a cloud handover that reached production in 3 weeks.
Wipro, Bengaluru, India
Built supervised learning models for enterprise use cases, including data preprocessing, feature engineering, and model validation. Collaborated with large-scale delivery teams to support production-oriented client work.
Trier University, Germany
Pursuing Master's degree with focus on Machine Learning, Big Data Analytics, Programming, Statistics, Data Mining, and Agent-based Modeling.
Vemana Institute of Technology
Bachelor's degree with comprehensive coverage of DBMS, Operating Systems, Computer Networks, Algorithms, OOP, and Software Engineering.
Interactive visualization of my technical expertise across different domains
Azure Fundamentals Certification
Advanced Java Development
Master's Degree in Progress