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Pruthik Gabani

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About

About Me

Innovative and Solution-oriented AI Engineer with 5+ years of experience in Machine Learning, Data Science, and Gen AI. Specialized in building LLM-based applications (RAG, NLP, automation) and scalable ML pipelines using Python and cloud platforms. Strong background in deploying production-ready AI systems with measurable business impact.

  • Name: Pruthik Gabani
  • Address: Koblenz, Germany
  • Email: gp@pruthikgabani.com
  • Linkedin: View Profile

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Education

Oct 2021 - Mar 2026

Master of Science in Mathematical Modelling, Simulation and Optimizaion

University of Koblenz

Machine Learning and Data mining, Big Data, Artificial Intelligence, Optimization, Data Science

Aug 2017 - Jul 2021

Bachelor of Engineering in Computer Science

Gujarat Technological University

Artificial Intelligence, Python Programming, DBMS, Advanceed Engineering Mathematics, Analysis and Design of algorithms, Data Mining and BI, System Programming

Experience

Jan 2026 – Present

ARTIFICIAL INTELLIGENCE DEVELOPER

MAKAT CANDY TECHNOLOGY GMBH A SYNTEGON COMPANY, GERMANY

  • Developed LLM-based chatbot using RAG, semantic search, and document QA pipelines
  • Built end-to-end Generative AI pipelines with LangChain, LangGraph, OpenAI embeddings, and ChromaDB
  • Designed document ingestion, chunking, vectorization, vector database, similarity search and retrieval pipelines for unstructured PDFs
  • Applied prompt engineering, evaluation, and hallucination reduction techniques for LLM reliability
  • Developed scalable AI systems with Streamlit frontend, REST APIs, and FastAPI, following AIOps

Nov 2025 – Feb 2026

RESEARCH ASSISTANT IN REINFORCEMENT LEARNING FOR MICROROBOT CONTROL

UNIVERSITY OF KOBLENZ, GERMANY

  • Built RL environment using MuJoCo and Gymnasium for microrobot navigation
  • Simulated magnetic coil system, Field Free Point (FFP) control, and maze environments
  • Applied reinforcement learning algorithms for autonomous navigation using RL agent
  • Evaluated MuJoCo, PyBullet, Gazebo, and Blender for simulation optimization
  • Managed experiments using Git, Docker, and virtual machines (VM) for reproducibility and scalability

Apr 2023 – Jan 2026

WORKING STUDENT R&D CLOUD OPERATIONS (AI Specialist)

ARIS (Formerly SOFTWARE AG), SAARBRUCKEN, GERMANY

Projects: GenAI / NLP / LLM Systems

  • Engineered and fine-tuned transformer models (BERT) and built applications using GPT-based LLMs, used Qdrant vector database
  • Applied advanced NLP methodologies to generate customer responses, reducing response time by 25%
  • Executed data preprocessing, including tokenization, text normalization, and feature extraction

Projects: Data Engineering / AI Automation / Cloud

  • Developed an AI-driven automated customer reporting tool using Python, integrating REST APIs
  • Implemented CI/CD pipelines for preprocessing and ingestion, reducing failures by 11%
  • Developed an AI tool for automated data migration, using data analysis and preprocessing
  • Integrated CI/CD pipelines for cloud migrations across AWS, Azure, lowering release lead time by 25%
  • Automated data processing workflows, ensuring efficient migration and maintaining data integrity
  • Automated image scraping and color classification (Selenium, Beautiful Soup, OpenCV) for enhanced decision-making, improved classification accuracy to 15%
Oct 2022 – Mar 2023

INTERN DATA ANALYTICS AND MACHINE LEARNING DEVELOPER

BMW, MUNICH, GERMANY

  • Responsible for developing ML models for automated statistics generation of various databases, enhancing reporting efficiency by 40%, following MLOps practices
  • Applied MA, ARIMA, and LSTM models for time-series forecasting, code optimization of ML models
  • Built preprocessing modules, optimized and boosting scalable ETL/ML pipelines performance by 30%
  • Optimized and maintained scalable ETL/ML pipelines using AWS Glue, S3, Athena, and QuickSight, EC2
  • Created data visualization modules and Dashboards for complex dataset using python, plotly, Power BI

Jan 2021 – Jun 2021

INTERN MACHINE LEARNING DEVELOPER

KSHATRA INFOTECH, AHMEDABAD, INDIA

  • Developed ML frameworks for two key automation projects, contributing to production-ready pipelines
  • Implemented automation scripts in Python, reducing manual operation by 30% for processing workflows
  • Leveraged mathematical aspects of AI (regularization, optimization, feature scaling) to improve AI model performance by 15% using mathematical expertise
  • Applied K-Means clustering and Deep Learning for customer segmentation, improving targeted marketing effectiveness and increasing retention by 12%

Jul 2020 – Dec 2020

INTERN DATA ANALYST

DELTA IT INFOTECH, SURAT, INDIA

  • Led database design, management for project, Ensured data quality and reliability through assessments
  • Analyzed large datasets to identify trends and improve communication of valuable insights and KPIs
  • Improved data flow process, achieving 25% faster data handling, Converting data into actionable insights

Top Skills & Languages

Technical Skills

  • Python, SQL & Data Processing
  • Machine Learning & Deep Learning
  • LLMs, RAG & Prompt Engineering
  • LangChain, LangGraph & Vector Databases (ChromaDB, Qdrant)
  • ETL/ELT Pipelines & Data Engineering
  • AWS, Docker & CI/CD

Languages

  • English (Full Professional Proficiency)
  • German (Limited Working Proficiency)
  • Hindi (Full Professional Proficiency)
  • Gujarati (Full Professional Proficiency)

Research Work

Exploring AI through scientific research and intelligent systems.

AI
AI RESEARCH
MASTER'S RESEARCH

AI for Raman Spectroscopy

Siamese Neural Networks for Molecular Fingerprint Analysis

Raman Spectroscopy
Siamese Neural Network
Contrastive Learning
Molecular Fingerprint Analysis
Deep Learning TensorFlow Siamese Networks Contrastive Learning Evaluation Matrix UMAP
REINFORCEMENT LEARNING RESEARCH

Autonomous Microrobot Control

Reinforcement Learning for Intelligent Navigation

MuJoCo Simulation
RL Environment
Reinforcement Learning Agent
Autonomous Navigation
Reinforcement Learning MuJoCo Blender Gymnasium Simulation Autonomous Navigation

Advanced Certifications

Machine Learning & Deep Learning

Python-based ML and deep learning fundamentals and advanced techniques.

MLOps for Generative AI

Production-grade ML operations and deployment strategies for GenAI systems.

Data Visualization using Tableau

Advanced analytics and business intelligence dashboard creation.

Prompt Design in Vertex AI

Google Cloud's Vertex AI skill badge for effective prompt engineering.

Data Analytics Simulation

Accenture North America job simulation in data analytics and visualization.

Contact

Contact Me

Have a question, an opportunity, or an idea to discuss? Feel free to reach out — I am always open to connecting and exploring new possibilities

Location

Koblenz, Germany

LinkedIn

View Profile

Email Address

gp@pruthikgabani.com

GitHub

pruthik99