Riya Singh
AI/ML Engineer • Agentic AI Systems • Data Analytics
Riya Singh

About Me

Computer Science undergraduate specializing in Artificial Intelligence, Machine Learning, and Data Analytics at SRM University AP. I build intelligent systems that combine real-time AI, computer vision, and data-driven decision making to solve practical problems.

My experience includes working on machine learning models, computer vision systems, and NLP-based applications, with projects involving face recognition, Retrieval-Augmented Generation (RAG), and LLM-powered solutions. I also focus on analyzing data, building dashboards, and extracting actionable insights to support business and technical decisions.

I am particularly interested in scalable AI system design, real-world deployment, and end-to-end product development. I enjoy building systems that not only automate tasks but also deliver reliable, interpretable, and impactful results. My goal is to grow into a strong AI engineer while developing expertise in both AI systems and data analytics.

Experience

AI/ML Intern - Labmentix

Jun 2025 - Sep 2025 · Remote

Worked on real-world AI/ML projects focusing on data preprocessing, supervised learning model development, and performance evaluation.

Webmaster - SRM University AP ACM Student Chapter

Aug 2025 - April 2026

Supported event planning, managed web infrastructure, and technical coordination.

Associate - Next Tech Lab, AP

Apr 2025 - Jan 2026

Worked on Python-based ML systems and collaborative AI development.

Projects

AIML Projects

SafeNest – Women Safety Web App

AI-powered safety system with alerts & tracking

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PrepGenie – AI Study Assistant

LLM-based learning assistant with smart planning

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Medical Report RAG

RAG system for intelligent medical insights

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AI Resume Matcher

NLP-based resume-job matching system

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Sentiment Analysis

Text classification using NLP techniques

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MindEase

AI-based mental wellness assistant

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Data Analytics Projects

Sales Performance Dashboard

Power BI • KPI Tracking • Business Insights

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Healthcare Analytics Dashboard

Python • Streamlit • Data Visualization

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CV Projects

AI Face Recognition Attendance System

Real-time face recognition system for automated attendance tracking

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Upcoming Projects

Stock Predictions AI

CodeStreak

Achievements & Community

🏆 2nd Prize - Code for Connection Hackathon (SRM AP Coding Club)

💡 Active Contributor - ACM Student Chapter

🤝 Community Involvement - Technical event coordination & peer collaboration

Technical Skills

PythonJavaSQL ExcelData AnalysisData CleaningEDA Data VisualizationPower BITableau PandasNumPyMatplotlibSeabornPlotly Machine LearningSupervised LearningUnsupervised Learning Model EvaluationFeature EngineeringScikit-learn Deep LearningNeural NetworksCNNs TensorFlowKeras OpenCVFace RecognitionDeepFace Natural Language ProcessingLLMsRAG EmbeddingsSemantic SearchPrompt EngineeringLangChain StreamlitFastAPIFlask HTMLCSSJavaScriptReact SQLiteMySQL DBMSOperating SystemsComputer Networks GitGitHub