NEMISH KYADA
Machine Learning Engineer | Generative AI | Data Analytics
About Me
Who I Am
I'm an AI and Machine Learning Engineer with hands-on experience in building intelligent systems using LLMs, Generative AI, and Computer Vision. Passionate about applying AI in real-world applications, I've worked on impactful projects ranging from YOLO-based crack width quantification for infrastructure assessment to building RAG-powered LLM solutions.
My skill set includes PyTorch, TensorFlow, FastAPI, Hugging Face, OpenCV, and Next.js, allowing me to develop full-stack AI solutions with smooth backend integration and real-time inference capabilities.
Location
Nuremberg, Germany
Contact
contact@nemish-k.me
Experience
03/2025 - 08/2025
Deggendorf, Germany
Developing a System that can quantify the extent of various conditions observed during sewer Inspection.
- Achieved accurate results through data preprocessing, augmentation, and model fine-tuning
- Documented the project with detailed README, pipeline structure, and scripts
- Improved detection precision by evaluating and adjusting IOU thresholds
09/2024 - 03/2025
New Delhi, India
Built Retrieval-Augmented Generation RAG systems and Generative AI pipelines.
- Built RAG systems by integrating vector databases (FAISS, Chroma) with LLMs
- Collaborated with frontend team to develop responsive and interactive UIs
- Designed and deployed Generative AI pipelines for text summarization and content generation
Featured Projects
Developed a system to quantify the extent of various conditions observed during sewer inspections using YOLOv5 for crack detection.
Contributed to scalable AI systems with LLM fine-tuning, RAG architectures, and Generative AI features for commercial applications.
Built a survival prediction app using ML models with FastAPI for API-based inference and CI/CD pipelines.
Built a real-time mouse control system using hand gestures with OpenCV and MediaPipe.
Compared 45+ ML classifiers to identify the most effective for crop prediction with comprehensive data analysis.
Skills & Technologies
Education & Certifications
Education
10/2022 - Present | Deggendorf, Germany
Grade: 2.4
Relevant Courses: Python Programming, Data Science, NLP, Machine Learning
03/2019 - 03/2021 | Surat, India
Grade: 1.5
Relevant Courses: Physics, Chemistry, Mathematics, Informatics Practices
Certifications
AWS Educate Introduction to Generative AI
AWS
Python Course: Go from Beginner To Advanced!
Udemy
Languages
Let's Work Together
I'm passionate about building AI systems that are robust, scalable, and impactful. Let's connect and discuss how we can create something amazing together.
contact@nemish-k.me
Location
Nuremberg, Germany