Vivek Padayattil Portfolio

Vivek Padayattil

DOB:

12th May, 1994

Visa:

German Permanent Resident

Address:

Günzburg, 89312

Mobile:

+49 1727026761

Mail ID:

vivekpadayattil@gmail.com

English Resume

German Resume

Chat & Know

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About Me

Hi, I’m Vivek Padayattil— a data-driven problem solver with a strong background in data science, AI, and cloud technologies. I enjoy turning raw data into meaningful insights and building intelligent applications that create real business value.

With hands-on experience in Python, SQL, machine learning, and MLOps, I specialize in designing and deploying AI solutions on the cloud, particularly using Microsoft Azure. I hold the Azure Data Scientist Associate (DP-100) and preparing for the Azure AI Engineer Associate (AI-102) certifications, which reflect my expertise in developing, deploying, and scaling AI models responsibly.

Beyond data science, I am expanding my skills in DevOps and Kubernetes (Preparing for CKAD certification), enabling me to bridge the gap between AI development and reliable production deployment. I enjoy working on end-to-end projects — from data preprocessing and modeling to deployment and monitoring.

When I’m not coding, I’m either exploring new technologies, learning about LLM-based applications, or experimenting with side projects that combine AI, software engineering, and automation.

I thrive in collaborative environments where I can contribute to impactful projects, continuously learn, and help shape innovative solutions.

Experience

06/2023 - Present

Data Scientist, VitaScale GmbH, Mainz, Germany

Project 1: ML Model for Open Environment Breath Alcohol Concentration Detection

Tech stack: Python, Tensorflow, Scikit Learn, Signal Processing, Data Preprocessing, SQL, Data Visualization, Bagging and Boosting models, MLflow, Model versioning, PyQt, Tkinter

Project 2: RAG based Chatbot

Tech stack: Python, Web Scraping, NLP, HuggingFace, Langchain, Microsoft Azure, Azure Kubernetes Service, Streamlit, Pinecone, Model deployment, RAG

Project 3: Marketing Analytic & Automation

Tech stack: Python, Meta Campaign, Indiegogo Campaign, Website Building, Marketing automation, SQL, Mailerlite, Wordpress, HTML/CSS

06/2016 - 08/2018

Purchase Engineer, Furnace Fabrica India Ltd, Navi Mumbai

Demonstrated sound expertise in inventory management, ERP systems, and quality control

Successfully spearheaded procurement plans, vendor development, and departmental coordination for multiple national and international projects

Technical Skills

Programming Languages:

Python, SQL, Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Keras, Apache Spark, Hugging Face, LangChain, NLTK, Feature Engineering, ETL, Data Cleaning, Data Wrangling, Statistical Analysis, EDA, Data Modeling

Data Engineering:

Data Engineering, ETL Pipelines, Data Warehousing, Data Lakes, Data Modeling, SQL Optimization, API Integration, Data Governance, Data Versioning

Data Analytics & BI:

Tableau, Plotly, Seaborn, Matplotlib, KPI Dashboards, Business Reporting, A/B Testing, Hypothesis Testing, Exploratory Data Analysis (EDA)

MLOps & DevOps:

MLflow, Docker, Kubernetes, Azure, GitHub Actions, CI/CD, Model Deployment, Model Monitoring, Scalability

Frameworks & Tools:

Flask, FastAPI, Streamlit, PyQt, Tkinter, Linux, Agile-SCRUM, Git

Cloud Platforms:

Microsoft Azure, Render, Pinecone, Azure Cognitive Services

Languages:

German(B2); English(Fluent); Malayalam(Fluent); Hindi(Fluent); Marathi(Fluent)