Data Scientist & AI Engineer

Shivanand
Devakate

Building intelligent systems at the intersection of Computer Vision, NLP, and Retrieval-Augmented Generation — turning raw data into scalable, real-world AI solutions.

✉ Get in Touch ⌥ GitHub ↗ LinkedIn
5 AI / ML Projects
3 Certifications
3+ Core AI Domains
7.4 CGPA — B.E. CSE
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Skills & Stack

Programming
Python JavaScript
Data Science
NumPy Pandas Matplotlib Scikit-learn EDA Feature Engineering
AI / ML
NLP Deep Learning RAG Computer Vision YOLO / YOLOv8 Whisper
Tools & Infra
FastAPI Power BI Git & GitHub FFmpeg Data Cleaning
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Projects

2024

YouTube Video Summarizer

  • Automated pipeline to extract and summarize YouTube video content using yt-dlp.
  • Applied Gensim-based NLP to generate concise summaries from long transcripts.
  • Improved content consumption by extracting key insights efficiently.
Python yt-dlp Gensim NLP
2025

AI Nutrition Detection System

  • Computer vision system to detect food items and estimate nutritional values in real-time.
  • Integrated YOLO-based object detection with FastAPI for live predictions.
  • Enhanced accuracy using preprocessing and classification techniques.
Python YOLO FastAPI Computer Vision
2025

Emotion Detection via Video-to-Audio

  • Converted video input to audio using FFmpeg for speech-based emotion detection.
  • Extracted audio features and analyzed emotional tone via signal processing.
  • Built preprocessing pipelines for noise reduction and feature extraction.
Python FFmpeg Audio Processing Signal Processing
2026

Crop Disease Detection System

  • AI-powered crop disease detection using YOLOv8 for real-time classification.
  • Trained models on agricultural datasets to identify multiple disease types.
  • Improved performance through data augmentation and preprocessing.
Python YOLOv8 Computer Vision Data Augmentation
2026

Document Analysis & Q&A System

  • RAG-based system for intelligent document question answering.
  • Integrated Whisper for speech-to-text and yt-dlp for data ingestion.
  • Implemented retrieval pipelines to generate context-aware responses.
Python RAG Whisper NLP yt-dlp
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Education & Certifications

Education
Government Engineering College, Chamarajanagar
Bachelor of Engineering (B.E.)
Computer Science & Engineering
Graduating 2026
CGPA: 7.4 / 10
Certifications
Infosys Springboard Certification
Yhills Data Science Certification
CodeWithHarry Certification

Let's build something
intelligent together.

Open to Data Science, AI Engineering, and ML roles.
Reach out via email or connect on LinkedIn — I respond fast.

✉ shivananddevakate2@gmail.com 📞 +91 82176 02311 ↗ LinkedIn ⌥ GitHub