Computer Science Engineer · AI/ML Developer · Problem Solver

Building Intelligent Systems That Matter

From drone detection to search engines — crafting AI-powered solutions that push boundaries and solve real-world problems.

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About Me
Riya Singh

Meet Riya

I'm a passionate Computer Science & Engineering student at Lovely Professional University with a knack for building AI/ML systems that solve real-world problems. From filing a patent for an autonomous drone detection system to engineering a search engine that queries 1M+ entries in milliseconds, I thrive on turning complex challenges into elegant, high-performance solutions. With 200+ LeetCode problems solved and multiple certifications under my belt, I'm constantly pushing the boundaries of what's possible with code.

AI/ML Developer Problem Solver Patent Holder Full Stack Competitive Programmer
Education
B.Tech in CSE
Lovely Professional University
CGPA: 8.55 Since Aug 2023
Intermediate (XII)
Sacred Heart Sen. Sec. School, Ludhiana
82.4% 2022 – 2023
Matriculation (X)
Sacred Heart Sen. Sec. School, Ludhiana
95.4% 2020 – 2021
Tech Stack

Skills & Technologies

Tools and technologies I use to bring ideas to life.

Languages

C++ Python Java C

Core Concepts

DSA OOP

Systems & Databases

Linux Shell Scripting Git MySQL VS Code

Web Technologies

HTML5 CSS3 REST APIs

Libraries & Frameworks

Pandas NumPy Matplotlib CustomTkinter PyQt5 Streamlit

AI / ML

YOLO Detectron2 OpenCV Scikit-learn NLP Gemini API

Soft Skills

Communication Problem-Solving Decision-Making Team Management
Python ✦ C++ ✦ YOLO ✦ OpenCV ✦ Machine Learning ✦ NLP ✦ Detectron2 ✦ Streamlit ✦ Git ✦ DSA ✦ Python ✦ C++ ✦ YOLO ✦ OpenCV ✦ Machine Learning ✦ NLP ✦ Detectron2 ✦ Streamlit ✦ Git ✦ DSA ✦
Featured Work

Selected Projects

All Projects
Autonomous Drone Detection System Patent Filed 🏆
Jan – Mar 2025

Autonomous Drone Detection System

Real-time drone detection using YOLO + RetinaNet (Detectron2) + One-Class SVM. Achieved ~92% accuracy, ~38% fewer false positives, <120ms/frame latency. Supports image, video, and live mobile camera (DroidCam) with audio alerts and ECG-style detection timeline.

Python YOLO Detectron2 OpenCV Scikit-learn PyQt5 NumPy
View on GitHub
RTI-Aware Response Summarization System
Dec 2025

RTI-Aware Response Summarization System

End-to-end NLP system for evaluating and synthesizing RTI responses from PDFs/text. Implements sentence-level classification (informative, procedural, denial, evasive), fact-anchor extraction, and multi-level abstractive summarization via Gemini API.

Python NLP Streamlit Gemini API PDF Processing
View on GitHub
LexiVerse — High-Performance Browser-Based Search Engine
Jun – Jul 2025

LexiVerse — High-Performance Search Engine

Client-side search engine querying 1M+ entries in milliseconds. Replaced Suffix Trie with flat array architecture for near-zero load time. Features intelligent multi-word search, custom relevance scoring, and real-time related-terms clouds via HashMap frequency analysis.

HTML5 CSS3 JSON Hash Map Custom Sorting Client-Side
View on GitHub
Recognition

Achievements & Certifications

0

+

LeetCode Problems Solved

0

%

Drone Detection Accuracy

0

Patent Published

🏆

Innovator's Choice Award

Won "Innovator's Choice" at LPU 8th INNOTEK (Apr 2025) for outstanding technical innovation.

📄

Published Patent

"Autonomous Drone Detection System with Multi-Modal Sensor Fusion and Early Intervention Strategies using YOLO, RetinaNet, and One-Class SVM"
Application No: 202511035496 · IPR Journal No. 19/2025 · Published Mar 2025

🧠

Competitive Programming

Solved 200+ algorithmic problems on LeetCode, building strong problem-solving skills in DSA.

Certifications

Master Generative AI & Gen AI tools (ChatGPT & more)
Infosys Aug 2025
DSA with C++ Training Certification
Training Program Jul 2025
Java Programming
iamNeo May 2025
Privacy and Security in Online Social Media
NPTEL Elite Certificate Apr 2025
Data Structures and Algorithm
iamNeo Dec 2024
Object Oriented Programming (C++)
iamNeo Dec 2024
Get In Touch

Interested in working together?
Let's build something extraordinary!

I'm always open to new opportunities, collaborations, and interesting projects. Feel free to reach out!

Send Email
singhriya1003@gmail.com linkedin.com/in/riya-singh30 github.com/riya-singh10 +91-7889286431