Open to Machine Learning & AI opportunities

Hi, I'm Saloni Aryal

Machine Learning Engineer·Data-Driven Systems Builder

I design and build intelligent, data-driven systems using machine learning, artificial intelligence, and scalable software technologies.

I am a Machine Learning Engineer and BSIT graduate with a Data Science major from Westcliff University. I specialize in developing intelligent solutions, training predictive models, analyzing complex datasets, and transforming data into impactful real-world applications.

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accuracy: 0.94

RAG · LLM

About

Building Intelligent Systems

A short introduction to who I am and what I care about.

Saloni Aryal is a Machine Learning Engineer with a strong foundation in artificial intelligence, data science, programming, and analytical problem-solving. She earned her Bachelor of Science in Information Technology with a major in Data Science from Westcliff University.

She is passionate about building intelligent systems that solve practical problems. Her interests include predictive modeling, deep learning, natural language processing, computer vision, generative AI, data analytics, and AI-powered application development.

Saloni combines technical expertise, curiosity, creativity, and a continuous-learning mindset to develop reliable and impactful machine learning solutions.

Machine Learning Development

Training, evaluating and shipping predictive models end-to-end.

AI-Powered Applications

Building intelligent products with LLMs, RAG and modern AI tooling.

Data Analysis & Visualization

Turning raw data into clear, decision-ready insights.

End-to-End Model Deployment

From notebooks to production APIs, monitored and versioned.

Skills

Technical Toolkit

A broad, hands-on stack across the full machine learning lifecycle.

Programming Languages

PythonJavaScriptSQLHTML5CSS3

Machine Learning

Supervised LearningUnsupervised LearningRegressionClassificationClusteringFeature EngineeringModel EvaluationHyperparameter TuningEnsemble LearningTime-Series ForecastingRecommendation Systems

Artificial Intelligence

Deep LearningNeural NetworksNatural Language ProcessingComputer VisionGenerative AILarge Language ModelsPrompt EngineeringRetrieval-Augmented GenerationAI AgentsResponsible AI

Data Science

Data CleaningExploratory Data AnalysisStatistical AnalysisData PreprocessingData VisualizationPredictive AnalyticsBusiness IntelligenceExperimentationA/B Testing

Libraries & Frameworks

NumPyPandasMatplotlibScikit-learnTensorFlowKerasPyTorchOpenCVHugging FaceLangChainStreamlitFastAPIFlask

Databases & Data Tools

MySQLPostgreSQLMongoDBJupyter NotebookGoogle ColabPower BITableauExcel

MLOps & Deployment

Model DeploymentREST APIsDockerGitGitHubCI/CD FundamentalsMLflowCloud DeploymentModel MonitoringVersion Control

Cloud & Platforms

Working knowledge / familiarity

AWSGoogle CloudMicrosoft AzureFirebaseRenderVercel

Professional Strengths

Analytical ThinkingProblem SolvingResearch & ExperimentationData-Driven Decision MakingAlgorithm DesignTechnical CommunicationCollaborationAdaptabilityContinuous LearningAttention to Detail

Experience

Professional Timeline

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Machine Learning Engineer

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Company Name · Location

Month Year – Present

Developed and evaluated machine learning models for real-world business problems
Performed data cleaning, preprocessing, feature engineering, and exploratory analysis
Built predictive pipelines using Python and machine learning libraries
Collaborated with technical and non-technical stakeholders
Deployed machine learning solutions through APIs and interactive applications
Monitored model performance and documented experiments

Data Science / AI Intern

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Company Name · Location

Month Year – Month Year

Analyzed structured and unstructured datasets
Built dashboards and visualizations to communicate insights
Assisted in developing classification, regression, and clustering models
Conducted research on machine learning and artificial intelligence techniques
Prepared technical reports and project documentation

Projects

Selected Portfolio Work

Editable example projects showcasing the kind of work I build.

Featured

AI-Powered Resume Screening System

An intelligent application that analyzes resumes, extracts relevant skills, compares candidates with job descriptions, and produces compatibility scores.

PythonNLPMachine LearningStreamlitScikit-learn

GitHub Live Demo

Customer Churn Prediction

A predictive machine learning system that identifies customers at risk of leaving a service and provides actionable insights for retention.

PythonPandasScikit-learnMatplotlibFastAPI

GitHub Live Demo

Featured

Sentiment Analysis Application

A natural language processing application that classifies user reviews or social media content as positive, negative, or neutral.

PythonNLPHugging FaceStreamlitTransformers

GitHub Live Demo

Image Classification System

A deep learning application that classifies images using convolutional neural networks and provides confidence scores.

PythonTensorFlowKerasOpenCV

GitHub Live Demo

Sales Forecasting Dashboard

A data science solution that analyzes historical sales data and forecasts future trends through an interactive dashboard.

PythonPandasTime-SeriesPower BIStreamlit

GitHub Live Demo

Featured

Intelligent Chatbot with RAG

An AI chatbot that answers questions from custom documents using embeddings, vector search, and retrieval-augmented generation.

PythonLangChainLLMsVector DBFastAPI

GitHub Live Demo

Education

Academic Foundation

Bachelor of Science in Information Technology

Major in Data Science

Westcliff University

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Relevant Coursework

Machine LearningArtificial IntelligenceData ScienceDatabase ManagementStatisticsData Structures and AlgorithmsSoftware EngineeringWeb DevelopmentCloud ComputingInformation Systems

Certifications

Continuous Learning

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Machine Learning Certification

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Python for Data Science

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Deep Learning Specialization

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Data Analytics Certification

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Generative AI Certification

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Cloud Fundamentals

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Machine Learning Projects

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Data Science Case Studies

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Technologies Used

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Certifications Completed

Services

How I Can Help

From prototypes to deployed, monitored ML systems.

Machine Learning Model Development

Custom ML pipelines from data to deployment.

Data Analysis & Visualization

Clear, actionable insights from complex datasets.

Predictive Analytics

Forecasting, scoring and risk modelling.

AI Application Development

Production-ready AI products and integrations.

NLP Solutions

Text classification, extraction, sentiment and chatbots.

Computer Vision Prototypes

Image classification, detection and OCR.

Model Deployment

APIs, containers and monitored cloud rollouts.

Technical Research & Documentation

Rigorous experimentation and clear write-ups.

Contact

Let's Build Something Intelligent

I am open to Machine Learning Engineer roles, AI and Data Science opportunities, internships, freelance projects, research collaborations, and technology partnerships.

hello@saloniaryal.com

linkedin.com/in/saloniaryal

GitHub

github.com/saloniaryal

Location

Available Worldwide · Remote