M.Sc. Artificial Intelligence ยท Brandenburg University of Technology

Hi, I'm Krish Bakriwala

Applied AI & Data Science Enthusiast building production-ready ML systems

๐Ÿง  Deep Learning โšก RAG Systems ๐Ÿ‘๏ธ Computer Vision ๐Ÿ”ฌ Research ๐Ÿš€ FastAPI
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Projects

About Me

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I am a Master's student in Artificial Intelligence with strong foundations in software engineering and scalable system design. I build production-ready applications that combine machine learning, computer vision, backend engineering, and modern web technologies.

My experience spans RAG-based document Q&A systems, real-time NLP microservices, and computer vision pipelines. Recent projects include an Industrial Defect Detection system using CLIP and Vision-Language Models with zero-shot classification and Grad-CAM explainability on the MVTec AD dataset, and a Battery Test Failure Assistant with LangChain, Groq LLM, and Streamlit. I focus not only on model development but also on clean architecture, API design, performance optimization, and deployment.

Technically, I work across Machine Learning, Computer Vision (CLIP, OpenCV, Grad-CAM), Generative AI (RAG, GPT-based systems), backend development with FastAPI, REST APIs, Docker, and modern data engineering workflows. I value structured code, maintainability, and practical real-world solutions.

Open to roles in Machine Learning, Backend Engineering, and Software Development across Europe, particularly in Germany.

Open to AI internships and full-time roles across Europe.

Technical Skills

๐Ÿง  Machine Learning & AI

Deep Learning (PyTorch, TF)
88%
NLP & Transformers
85%
RAG & LLM Systems
90%
Scikit-learn & ML Pipelines
82%
Data Analysis (Pandas, NumPy)
92%

๐Ÿ‘๏ธ Computer Vision

CLIP & Vision-Language Models
84%
OpenCV & Image Processing
82%
Grad-CAM & XAI
78%
Hugging Face Transformers
86%
Few-Shot & Zero-Shot Learning
80%

โš™๏ธ Backend & Engineering

Python
93%
FastAPI & REST APIs
87%
Docker & Deployment
78%
LangChain & Vector DBs
86%
Java / Android
72%

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