I'm Venkat Chavan N

Data Engineer & AI Specialist

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About Me

Innovator. Developer. Dreamer.

Venkat Chavan N

A Master's student in Big Data and Artificial Intelligence at SRH Berlin, with strong hands-on experience in cloud-based ETL pipelines, open-source LLMs, and their real-world applications. Experienced in structuring data on the Google Cloud Platform using tools like BigQuery and Looker Studio. Passionate about developing interpretable AI solutions, particularly for autonomous systems and biomedical domains, and currently researching multi-agent learning.

My Arsenal

The tools and technologies I command.

Programming Languages

Python SQL Java TypeScript Bash

Data Engineering & ETL

ETL Pipelines Data Integration BigQuery Google Cloud Platform Azure (Data Factory, Databricks)

Semantic Modeling & NLP

TF-IDF Named Entity Recognition (NER) Sentence-BERT Cosine Similarity VADER LangChain NLTK RAG Hugging Face Transformers

ML & Automation

Classification Clustering Text Retrieval Model Deployment MLflow

Frameworks & Tools

FAISS Streamlit Git Docker FastAPI Looker Studio

Collaboration & Methodologies

Agile Methodologies Cross-functional Team Communication Documentation Project Management

Work Experience

Building expertise through real-world challenges.

Data Engineering Intern

Ford Werke GmbH

Sept 2024 - Mar 2025

  • Developed GCP-based ETL workflows and cloud-native pipelines in BigQuery for CRM and marketing data.
  • Built insightful dashboards for sales management using Looker Studio.
  • Collaborated with analytics teams to implement quality checks and schema validation.

Data Science Intern

AI Variant

May 2023 - Aug 2023

  • Conducted EDA and implemented forecasting techniques to predict oil prices.
  • Developed user-friendly data visualizations and interfaces using Streamlit.

Graduate Trainee Engineer

Siemens

Aug 2022 - Mar 2023

  • Supported QA and conducted manual testing for industrial automation software (PCS Neo).
  • Wrote structured defect logs, improving traceability and quality documentation.

Education

Academic foundation for innovation.

MSc in Big Data and Artificial Intelligence

SRH University of Applied Science, Berlin

2023-2025

BE in Information Science

Global Academy of Technology, Bengaluru

2018-2022

My Creations

A selection of my proudest work.

Coordinated Multi-Agent Reinforcement Learning (Masters Thesis)

Designing a CMARL framework for autonomous vehicles to coordinate with human drivers in mixed-traffic environments using CARLA and PyTorch.

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E-Commerce Data Analysis Pipeline

Big-data analysis pipeline leveraging AWS services for scalable data processing and exploratory insights on e-commerce data.

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American Sign Language Detection System

CNN-based computer vision system for real-time American Sign Language gesture recognition with high accuracy performance.

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Crude Oil Price Prediction Model

Time series forecasting model for predicting crude oil prices using advanced machine learning and statistical techniques.

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CryptoApp - Mobile Encryption Tool

Android application for text encryption using Caesar Cipher and Binary Encryption algorithms with intuitive user interface.

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Divine Insights: NLP Analysis of the Bhagavad Gita

Conducted NLP analysis using VADER for sentiment analysis and a TF-IDF based Q&A system. Developed a RAG-based chatbot powered by Mistral 7B and LangChain.

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Enhanced Data Augmentation and Synthesis

Implemented RAG to enhance review datasets using FAISS for vector storage and Sentence-BERT for semantic embeddings.

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Narrative Nexus

Where technology meets poetry, and code becomes verse.

Poetry Collection

A curated collection of poems that explore the intricate relationship between technology and human experience. Each verse is a reflection on the digital world we inhabit.

Explore the Nexus

AI Assistant

Engage with a creative AI companion. Ask for a poem on any topic, get help with your own writing, or simply explore the poetic capabilities of artificial intelligence.

Chat with the AI

Tech Blogs

Insights on AI, data science, and cutting-edge technology. Exploring abstract concepts and real-world applications.

Read Articles

Let's Collaborate

Have a project in mind? I'm all ears.

Google Scholar

Research Publications