Ketan Bagewadi
Open to work1 years experienceSoftware Engineer
Software Engineer skilled in Python, Machine Learning, LLM, NLP, RAG, and Backend Development.
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
30 skillsWork Experience
Software Developer
NetSense CyberSecurity Pvt. Ltd.
- Software Developer working on Python, Machine Learning and Deep Learning to detect and flag phishing and malicious websites.
- Designed and deployed dual production website classification for 40+ categories using Llama 3.1 8B 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.
- Built a LLM-based network anomaly detection system using DNS and NetFlow data with rule-based +LLM (Meta-Llama-3.1 8B) to detect cyber threats.
Projects
DeepFake Detection
- Developed a deepfake detection project utilizing deep learning techniques.
- Implemented an architecture combining ResNeXt and LSTM models for accurate identification and classification of deepfake videos.
LLM-Powered RAG ChatBot
- Developed an AI chatbot using GPT-4o-mini, Llama 3 fallback, and LangChain to deliver reliable, real-time conversational responses.
- Built a RAG-based chatbot using ChromaDB, document chunking, embeddings, and semantic retrieval for context-aware responses and improved answer accuracy.
- Containerized the frontend and backend using Docker, orchestrated services with Docker Compose, and deployed the RAG application using Kubernetes.
AI ChatBot Android App
- 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.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Phishing Detection Accuracy
Achieved 95%-97% accuracy in detecting true phishing websites on live traffic.
CRM Optimization
Accomplished 30% faster read and write operations for CRM Web App.
About Details
Professional Bio
Software Engineer skilled in Python, Machine Learning, LLM, NLP, RAG, and Backend Development. Passionate about building scalable AI applications and backend systems. Seeking AI/ML or DevOps roles.
Bachelor of Engineering in Computer Science & Engineering
KLE Dr. M.S. Sheshgiri College of Engineering and Technology, Belgaum, Karnataka ( - 2024)