Information Science Student @ MCE Hassan

Manya G Karle

Software Engineer AI/ML Applications Full-Stack Development Problem Solver

I enjoy building intelligent software that makes complex tasks simpler. My work spans AI-powered web applications, developer tools, and scalable full-stack systems, with a strong focus on clean architecture, thoughtful user experiences, and solving real-world problems.

Explore My Work Let's Connect

Technical Skills

Languages

Python JavaScript SQL

Frontend

React.js Next.js Tailwind CSS Vite

Backend

Django REST Framework Flask Node.js Express.js

Databases

PostgreSQL MongoDB SQLite

AI & Machine Learning

Artificial Intelligence Machine Learning LLMs & GenAI RAG Model Context Protocol (MCP) PyTorch TensorFlow

Cloud & DevOps

AWS Docker GitHub Actions

Workflow & Tools

Git GitHub Project Management Agile & Scrum Jupyter Notebook Figma
FEATURED WORK

Projects

InterviewGuard AI Screenshot

InterviewGuard AI

Live ↗ GitHub ↗
React Vite Django REST Gemini 2.0 MediaPipe TensorFlow.js Web Speech API PostgreSQL

Multi-modal interview practice platform combining streaming voice interactions with 100% client-side computer vision proctoring via MediaPipe FaceMesh and Gemini 2.0 Flash.

View Details
Project DNA Screenshot

Project DNA

Live ↗ GitHub ↗
React Django REST PostgreSQL Groq RAG LLM PyTorch Sentence-Transformers Docker OAuth2

Intelligent AI platform linking directly to GitHub repositories for semantic code search, AST-level static analysis, and context-aware codebase exploration using RAG and LLMs.

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JobSphere Screenshot

JobSphere

Live ↗ GitHub ↗
React Node.js Express.js MongoDB JWT Nodemailer Render

Production-ready MERN job board with separate candidate and employer workflows, JWT auth, automated email alerts, and MongoDB Atlas cloud database.

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Turing Classifier Screenshot

Turing Classifier

GitHub ↗
Python Flask scikit-learn TF-IDF NLP Joblib SQLite

NLP classification pipeline distinguishing human-written from AI-generated text using dual-tier TF-IDF feature extraction and scikit-learn with confidence scoring.

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MedRemind Screenshot

MedRemind

Live ↗ GitHub ↗
Next.js Django REST PostgreSQL VAPID Push Google OAuth Gunicorn

Health app for medication schedule management with VAPID background push notifications, Google OAuth, and real-time adherence analytics.

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WORK HISTORY

Experience

Open Source Contributor

IEEE Student Branch, GEHU  ·  IEEE GEHU Summer of Code 2026

Aug 2026 – Present Open Source · Remote
  • → Selected as an official open-source contributor for the IEEE GEHU Summer of Code 2026, delivering 15 pull requests across 5 open-source repositories including ResearchForge, Fintra-AI, AutoMaintainer, AgentsScope, and threat-incident-management.
  • → Strengthened Git/GitHub workflows and PR-based collaborative development practices through structured, mentor-guided open-source contributions.
  • → Worked across diverse project domains spanning AI research tooling, financial intelligence, agent orchestration, and automated maintenance systems.
Git GitHub Open Source Pull Requests Collaborative Dev AI Tooling

Web Development Intern

CodSoft Internships

May 15 - June 15 2026 · 1 month Internship · Remote India · Remote
  • → Completed a Virtual Web Development Internship building full-stack projects from design to deployment
  • → Applied full-stack development concepts through hands-on project work with React.js, Node.js, Express.js, and MongoDB
  • → Built and deployed JobSphere — a production-ready MERN job board with JWT auth, automated emails, and cloud deployment on Render and Netlify
  • → Gained practical experience in REST API design, database modeling, and DevOps deployment pipelines
React.js Node.js Express.js MongoDB JWT Netlify Render
View Certificate ↗

Software Engineering Virtual Experience

Quantium via Forage

Mar 2026 Virtual Experience Program
  • → Completed a job simulation focused on real-world software engineering tasks with Quantium
  • → Performed data analysis and built automation scripts using Python
  • → Worked with data management pipelines and dashboard reporting tools
  • → Gained hands-on experience in software testing, debugging, and engineering best practices
Python Data Analysis Software Engineering Automation Testing
View Certificate ↗

Currently in 7th semester at Malnad College of Engineering, Hassan · Open to internships and opportunities

ACADEMIC BACKGROUND

Education

Information Science and Engineering

MALNAD COLLEGE OF ENGINEERING

Strengthening my foundation in software engineering, data structures, databases, operating systems, and machine learning through hands-on coursework.

2023 – 2027 CGPA: 8.1
CREDENTIALS

Certifications

Verified credentials from industry leaders

Google Project Management Certificate

Google Project Management

Google

Issued Jul 2026

Project Management Agile & Scrum
View Credential ↗
Introduction to Model Context Protocol Certificate

Introduction to Model Context Protocol

Anthropic

Issued Jul 2026

Model Context Protocol (MCP) AI Agent Architecture
View Credential ↗
IBM AI Fundamentals Certificate

Artificial Intelligence Fundamentals

IBM

Issued Jun 2026

Artificial Intelligence Deep Learning NLP
View Credential ↗ View Badge ↗
NPTEL HCI Certificate

Human Computer Interaction — Elite

NPTEL

Issued Jan 2026

Figma User Interface Design UX
View Credential ↗
AWS AI Practitioner Challenge Certificate

AWS AI Practitioner Challenge

Udacity

Issued Apr 2026

Artificial Intelligence Generative AI
View Credential ↗
AWS Solutions Architect Certificate

AWS Certified Solutions Architect

Amazon Web Services

Issued May 2025

Amazon Web Services Cloud Architecture
View Credential ↗ View Badge ↗
GET IN TOUCH

Let's Connect

I'm always open to discussing new projects, creative ideas or opportunities to be part of your visions.

Email

manyagkarle@gmail.com

LinkedIn

in/manyagkarle

GitHub

manyagkarle13

Discord

manya__13