Ketan Kumar Bagewadi

Hi, I'm Ketan Kumar Bagewadi

Software Developer specializing in Python, Machine Learning, and AI systems

Get in TouchView My Work

About Me

Software Developer skilled in Python, Machine Learning, NLP and Backend Development. Experienced in building production-grade AI systems for phishing detection, website classification and large-scale automation pipelines. Aiming to contribute in AI/ML or Software Engineering roles to deliver reliable and scalable applications.

3+
Projects
95-97%
Accuracy
AI/ML
Specialist

Experience

Smile Security & Surveillance Pvt. Ltd.

Software Developer

Mar 2025 - Present
  • •Software Developer working on Python, Machine Learning and Deep Learning to detect and flag phishing and malicious websites. Achieved 95%-97% accuracy in detecting true phishing websites on live traffic.
  • •Designed and deployed dual production website classification for 40+ categories using Llama 3.1 8B with RAG and 250-thread Selenium pipeline and also implemented using the Sentence-t5-xxl NLP model with cosine-similarity and zero-shot classification.
  • •Deployed CRM system using Python, Django, Django REST Framework, JavaScript, Ajax, Linux, Nginx, Azure Directory, DigitalOcean Droplet and PostgreSQL.
  • •Optimised CRM Web App to query from and sync with 2+ Database servers. Accomplished 30% faster read and write operations.

Projects

DeepFake Detection

Python, Google Colab, PyTorch, HTML, CSS, JavaScript

Developed a deepfake detection project utilizing deep learning techniques. Employed the FaceForensics++ and Celeb-DF database to train a robust machine learning model.

Implemented an architecture combining ResNeXt and LSTM models for accurate identification and classification of deepfake videos.

Github Link

Online Learning Platform

HTML, CSS, PHP, php MyAdmin, SQL

Developed an Educational Platform featuring a diverse range of competitive exam questions, providing a dynamic environment for practice.

A database project that is fully operational, providing functionality for both adding and retrieving data from the database with full flexibility.

Github Link

AI ChatBot Android App

Android Studio, Java, Firebase, Google PaLM-2 API

Developed an Android application proficient in processing text input and generating responses for a wide array of questions sourced from the Google PaLM-2 API.

Engineered an application with capabilities of ChatGPT like conversational capabilities.

Github Link

Technical Skills

Languages

Python, C

Frameworks & Libraries

PyTorch, Scikit-learn, Pandas, Django REST Framework, Bootstrap, TailwindCSS

Databases

PostgreSQL, MySQL

DevOps & Cloud

Docker, Nginx, Gunicorn, DigitalOcean

Cloud: AWS

Version Control

Git, GitHub

Other Skills

Unix/Linux, Machine Learning, Deep Learning, NLP, Data Analysis, Web Scraping, LLM, Bert, RAG, Llama, Prompt Engineering, AI Tools (ChatGPT, Claude AI, Grok AI, Google AI, Cursor, Mistral AI)

Education

Bachelor of Engineering in Computer Science & Engineering

KLE Dr. M.S. Sheshgiri College of Engineering and Technology, Belgaum, Karnataka

June 2024

Certifications

AWS Cloud Practitioner Essentials Course (Amazon)
Introduction to Python (Sololearn, Infosys Springboard)
Introduction and Intermediate SQL (Great Learning)
Generative AI (GeeksforGeeks)
Introduction to Data Science (Cisco)

Get In Touch

Let's Work Together!

I'm currently open to new opportunities in AI/ML and Software Engineering. Feel free to reach out!

bagewadiketan@gmail.com+91 9741283315
linkedin.com/in/ketan-bagewadi-7a5a24277github.com/ketanbagewadi
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