---
title: "Jayadeva S K - ML Engineer Intern in Greater Bengaluru Area | Tal"
description: "Meet Jayadeva S K, Software Engineer | Python Developer | AI & Machine Learning | SQL | FastAPI | Scikit-learn | Apache Spark | React | Open to Work | MCA (AI, ML & Data Science) based in Greater Bengaluru Area. AI stack includes openai."
image: "https://tal.club/meet/jayadeva-s-k/share-image"
---

# Jayadeva S K on Tal

## Headline

Software Engineer \| Python Developer \| AI & Machine Learning \| SQL \| FastAPI \| Scikit\-learn \| Apache Spark \| React \| Open to Work \| MCA \(AI, ML & Data Science\)

## About

I'm a passionate Software Engineer and MCA graduate specializing in Artificial Intelligence, Machine Learning, and Data Science\. I enjoy building scalable software, developing intelligent applications, and solving real\-world problems using technology\. During my internship, I gained hands\-on experience in Python development, Machine Learning, FastAPI, SQL, REST APIs, and software testing while contributing to practical AI\-driven solutions\. I have also developed academic and personal projects involving machine learning, data analysis, and full\-stack web development, strengthening both my technical and problem\-solving skills\. Technical Skills: • Python • SQL • FastAPI • Machine Learning • Scikit\-learn • Pandas • NumPy • PostgreSQL • Apache Spark • React\.js • Node\.js • HTML • CSS • JavaScript • Git • GitHub I'm continuously learning, building projects, and improving my skills in software engineering and AI\. I value writing clean, efficient code, collaborating with teams, and adapting quickly to new technologies\. I'm actively seeking full\-time opportunities as a Software Engineer, Python Developer, AI/ML Engineer, or Data Analyst, where I can contribute, grow, and create meaningful impact\. 📧 Email: jayadevask1@gmail\.com 💻 GitHub: https://github\.com/JayadevaSK

## Location

Greater Bengaluru Area

## AI stack

openai

## Work experience

ML Engineer Intern at testneo, Feb 2026 \- May 2026 · 4 mos, Bengaluru, Building and deploying ML systems for intelligent test failure analysis at Testneo\.ai's AI testing platform\. Key contributions: • Designed and deployed an ML classification system that automatically identifies root causes of test failures across 10 categories \(timeout, auth errors, server errors, flaky selectors, etc\.\) — reducing manual triage time for QA teams\. • Built complete training pipelines with TF\-IDF and sentence\-embedding feature extractors, trained Logistic Regression and XGBoost models with 5\-fold cross\-validation \(87% validation accuracy\)\. • Developed production REST APIs using FastAPI — single prediction, batch prediction \(up to 1000 records\), /metrics, and /health endpoints\. • Implemented automated model versioning, evaluation metrics export, and a browser extension for direct platform integration\. • Deployed the system to Render with a full test suite \(unit, property\-based with Hypothesis, integration\) targeting 85%\+ code coverage\. • Performed data preprocessing and EDA on real\-world datasets using Python, Pandas, and NumPy\. Stack: Python · Scikit\-learn · XGBoost · FastAPI · TF\-IDF · PostgreSQL · Pytest · Hypothesis · Render

Intern at Ekathva Innovations Private Limited, Jun 2024 \- Jul 2024 · 1 mo, Shivamogga, Developed a full\-stack Hospital Management System during a 4\-week intensive internship\. • Built the complete frontend \(HTML5, CSS3\) and backend \(PHP, MySQL\) with database integration for managing patient records and staff schedules\. • Implemented secure role\-based access control and optimized MySQL queries for reliable data retrieval\. • Collaborated in an Agile team, used Git for version control, and contributed to sprint planning and weekly delivery cycles\. Stack: HTML · CSS · PHP · MySQL · Git · Agile

## Education

Master of Computer Applications \- MCA, AI ML Data science, Swami Vivekananda Yoga Anusandhana Samsthana

Bachelors of Computer Applications, Computer Science, S\.R\.N\.M\. National College of Applied Sciences, Shivamogga

[View the original profile](https://tal.club/meet/jayadeva-s-k)

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