Vivek Padayattil Portfolio

Vivek Padayattil

DOB:

12th May, 1994

Visa:

German Permanent Resident

LinkedIn:

Vivek Padayattil

Mobile:

+49 1727026761

Mail ID:

vivekpadayattil@gmail.com

About Me

Azure certified Data Scientist with a solid background in Data Science, Mechatronics, and Machine Learning. Adept at analyzing, interpreting, and visualizing insights from large datasets with clarity. Experienced in signal processing and proficient in working with sensor-derived health and wellness datasets to extract meaningful insights.

Skilled in implementing MLOps pipelines, model deployment, and performance optimization. Passionate about implementing analytical techniques to drive data-driven decisions and innovative solutions.

Experience

06/2023 - Present

Data Scientist, VitaScale GmbH, Mainz, Germany

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

Project 2: RAG based Chatbot

Project 3: Marketing Analytic & Automation

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, Batch & Stream Processing, Apache Airflow, Data Modeling, Schema Design, SQL Optimization, API Integration, Data Governance, Data Versioning

Data Analytics & BI:

Tableau, Power BI, 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, Nginx, Scalability

Frameworks & Tools:

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

Cloud Platforms:

Microsoft Azure, Render, Pinecone, Azure Cognitive Services

Languages:

German(B1/B2); English(Fluent); Malayalam(Fluent); Hindi(Fluent); Marathi(Fluent)