Ayush Kumar
B.Tech in Computer Science Engineering
0
Tasks completed
–
Average score
0
Certificates
0
Badges
2
Internships & jobs
About
I'm a B.Tech Computer Science Engineering student specializing in AI/ML with hands-on experience in Python, TensorFlow, and scikit-learn. I've built scalable ML solutions including federated learning fraud detection and recommendation systems. I'm passionate about applying AI to real-world problems and seeking an entry-level AI/ML Engineer or Data Scientist role.
Skills
Experience
Movie Recommendation System · NIAMT
Internship
Developed a hybrid movie recommendation system combining content-based filtering, collaborative filtering, and mood-based recommendation with 92% user relevance accuracy. Processed TMDB dataset of 5,000+ movies; deployed via Streamlit with response time under 2 seconds.
Advanced Business Data Analytics System — Federated Learning for Cross-Bank Fraud Detection · Cognevance Technology
Internship
Architected a privacy-preserving fraud detection system using Federated Learning (FedAvg) across 3 simulated banks. Achieved F1=0.8350, AUC=0.97, caught 431/492 frauds saving $52,768. Deployed REST API (FastAPI) and Streamlit dashboard for real-time monitoring.
Projects
Hotel Booking Analysis
Analyzed hotel booking dataset to identify booking trends, cancellation patterns, seasonal demand, and occupancy insights through EDA and a Power BI dashboard.
AI Desktop Assistant (LLM + Voice + System Automation)
Built a voice-enabled AI assistant using LiveKit Agents + LLaMA 3.1 (Groq) with Whisper STT and Cartesia TTS pipeline. Designed modular tool-based architecture supporting 20+ automation functions and integrated multiple APIs (Spotify, WhatsApp, Google Search, OpenWeather).
Face Mask Detection Model
Built a real-time face mask detection model using CNN achieving 96% accuracy on 10,000+ images. Reduced model loss to 0.08; integrated with OpenCV for live video detection at 30 FPS with 50ms latency.
Education
Sarala Birla University
Bachelor of Technology, Computer Science and Engineering
2022 – 2026 · CGPA: 7.43
Saraswati Shishu Vidya Mandir
Class 12, Science
2022 · 77.4%
Certifications & achievements
AI-Machine Learning Engineer Certification · NSDC
Certification
AI-Machine Learning Engineer Certification from NSDC.
Programming with Python: OOP, SQLite, GUI, AI · Internshala
Certification
Programming with Python: OOP, SQLite, GUI, AI certification from Internshala.
Python for Data Science: NumPy, Pandas · IBM
Certification
Python for Data Science: NumPy, Pandas certification from IBM.
Claude Certificate · Anthropic
Certification
Claude Certificate from Anthropic.
AI/ML Internship Certificate · Cognevance Technology
Certification
AI/ML Internship Certificate from Cognevance Technology (2026).