Available for freelance projects

Building Intelligent
AI Systems That Work

I design and deploy machine learning models, AI agents, and data pipelines that solve real business problems — not just demos.

48+
Projects Done
5yr
Experience
98%
Satisfaction
About Me
The person behind the models
AN

I'm Aria Nova, an AI/ML engineer with 5+ years of experience turning messy data into production-grade intelligent systems. My background spans NLP, computer vision, and MLOps — I've shipped models used by over 200,000 users across fintech, healthcare, and SaaS companies.

I started in data science, moved into deep learning research, and eventually fell in love with building things that actually get deployed and used. I care about model reliability, explainability, and business impact — not just benchmark scores.

PythonPyTorchLangChainRAG SystemsMLOpsOpenAI APIFastAPIHuggingFaceVector DBsAWS/GCP
Senior AI Engineer — Veritas AI Labs
2022–Present · Built LLM pipelines for enterprise document processing
ML Engineer — DataForge Inc
2020–2022 · Led recommendation engine for 1M+ user e-commerce platform
Data Scientist — Nomad Analytics
2019–2020 · Built predictive churn models for SaaS clients
My Work
A selection of projects across AI, ML, and data engineering
🤖

Enterprise RAG Assistant

Multi-document QA system built for a legal firm — ingests 10k+ PDFs, answers with citation tracking.

LangChainPineconeGPT-4
📊

Real-time Fraud Detector

ML pipeline processing 50k+ transactions/min with 99.2% accuracy for a fintech startup.

XGBoostKafkaFastAPI
🗣️

Multilingual NLP Pipeline

Sentiment analysis + entity extraction across 12 languages for a global media monitor.

HuggingFacemBERTDocker
👁️

Medical Image Classifier

CNN-based skin lesion classification system deployed as a mobile API for dermatology clinics.

PyTorchResNetAWS
💬

AI Customer Support Agent

Autonomous ticket resolution agent that handles 70% of support volume without human handoff.

LangGraphClaude APIZendesk
📈

Demand Forecasting Engine

Time-series model for supply chain optimization — reduced overstock by 31% in 6 months.

ProphetLSTMGCP
Services
What I build and how I can help your business
🧠

LLM & AI Agent Development

Custom GPT-powered agents, RAG pipelines, and LLM integrations that plug into your existing stack.

⚙️

MLOps & Model Deployment

End-to-end ML pipelines from experiment tracking to production deployment with monitoring.

📝

NLP Solutions

Text classification, entity extraction, summarization, and semantic search for your document workflows.

📉

Predictive Analytics

Churn prediction, demand forecasting, and anomaly detection systems that drive business decisions.

🔍

AI Audit & Strategy

Review your existing AI setup, identify gaps, and define a roadmap for scalable AI adoption.

🎓

Workshops & Training

Team workshops on LLMs, prompt engineering, and practical AI — tailored to your domain.

Client Reviews
Feedback from people I've worked with
★★★★★

"Aria shipped a working RAG system in 3 weeks that our internal team had been stuck on for 4 months. Incredibly sharp and communicative throughout."

JM
James Mercer
CTO, LegalStack Inc
★★★★★

"The fraud detection model she built reduced our false positives by 40%. ROI was clear within the first month. Will hire again without hesitation."

SC
Sofia Chen
Head of Risk, PayVault
★★★★★

"Aria didn't just build the model — she helped us understand it. The explainability work she did gave us the confidence to actually use it in production."

RD
Ravi Desai
Data Lead, HealthBridge
Get In Touch
Open to freelance projects, consulting, and long-term collaborations

Contact Details

✉
aria@novalabs.ai
📞
+1 (415) 000-1234
📍
San Francisco, CA (Remote-friendly)
Follow Me
Response time
Usually within 24 hours on weekdays