Aditi Singh

@aditisingh2

Aditi Singh

@aditisingh2

CWB'25 Winner | SIH Finalist'24 | KJSCE Codecell | 2⭐ on Codechef | KJSCE'27

Python

SQL

C++

Ethereum

React.js

Mumbai, India

Hi, I'm Aditi Singh 👋

Software Engineering Student | Web Developer | Competitive Programmer | AI/ML Enthusiast

I'm passionate about creating, innovating, and solving challenges through code.

🎓 Pursuing B.Tech in Computer Engineering at KJ Somaiya College of Engineering (2023 - 2027).
💡 Building projects, solving problems, and exploring emerging technologies.
🤝 Open to collaboration on impactful projects and exciting ideas!

Exchlytics AI | Scapy, PyShark, Microsoft Phi, Azure AI, Streamlit | June 2025

Pioneered an AI-driven PCAP analysis tool for real-time diagnostics on packet loss, latency, and performance bottlenecks
Developed an automated alert system generating natural language summaries of network behavior, providing actionable insights for trading environments
Achievements: Won Microsoft Code Without Barriers ’25 Hackathon and earned industry recognition

Deepfake Audio Detection | Python, TensorFlow, Librosa, Scikit-learn, Streamlit | April 2025

Built a CNN-based model achieving 90.91% accuracy in detecting real vs synthetic speech
Developed a real-time detection platform with 0.09% false positive rate, enabling immediate verification of audio content

MedSafar | React, Bootstrap, Node.js, Solidity, Ganache, Hardhat, TensorFlow | September 2024

Created a blockchain-based medical record system with emergency access protocols, achieving 95% data retrieval success during simulations
Enhanced drug supply chain efficiency using ML for real-time tracking, fraud detection, and demand forecasting

Winner, Coderush 5.0 – IVP Hackathon: Cleared 3 competitive rounds among 1,100+ candidates in CS, DSA, and Web Development
Winner, Microsoft Code Without Barriers Hackathon 2025: Selected from 5,000 participants across APAC for AI-driven analysis of PCAP files from equity trading systems
SIH 2024 – Top 5 Finalist: Competed against 395+ teams nationally with an innovative blockchain and ML-powered healthcare solution
2 Star @ CodeChef: Strong problem-solving skills in competitive programming.
Contributor @ Kaggle: Leveraged data analysis and ML to solve real-world problems.