KSHITIJ KAVIMANDAN
Big Data Engineer
Profile
Senior computer engineering student with hands-on experience in software development and AI/ML projects, including applications in generative AI and LLM technologies.
Education
M.S., Computer Science, Big Data Engineering
University of Amsterdam 2023 - 2025SKILLS
- Tensorflow
- PyTorch
- Node JS
- Docker
- Spark
- MongoDB
Experience
Computer Vision Research Engineer
Sept 2024 – Present | TKH Artificial Intelligence, AmsterdamDeveloped methods for extracting and interpreting data from technical drawings to enhance LLM reasoning. Designed a computer vision pipeline to parse and analyze complex figures in industry manuals for automation.
Software Engineer
May 2022 – June 2023 | Gupshup, MumbaiDesigned and optimized chatbots on multiple platforms using Node.js, Postman, and MongoDB. Collaborated with cross-functional teams to understand and deliver on client requirements.
Projects
Efficient Data Pipeline with Incremental Updates (2024)
Implemented and evaluated incremental view maintenance in PostgreSQL, optimizing performance for large datasets through custom Python scripts and PostgreSQL libraries.
Software Containerizations (2024)
Developed a scalable web application with a REST API and database utilizing Kubernetes for container orchestration.
Factyr - LLM Response Enhancer (2023)
Crafted and integrated modules for text generation, entity linking, and accuracy verification, significantly enhancing model accuracy and reliability for large language models like ChatGPT.
Languages
- Python
- C/C++
- JavaScript
- SQL
- R