Embedded remote engineers for California teams building custom AI workflows and retrieval systems.
For your Patton business.
Trusted by companies across the USA
A specialized logistics firm operating out of Patton faced a bottleneck when support agents spent hours cross-referencing shipping manifests with fragmented vendor documentation. Patton operations teams often struggle to connect unstructured PDF contracts with live database records without writing fragile scraper scripts. Hiring a full-time senior engineer locally in California can take months and strain an operating budget before a single prompt goes live.
We provide dedicated hourly developers who plug directly into your existing workflow to build reliable AI infrastructure. Instead of managing fixed-price software shops, you bring on an engineer who writes code in your repository daily. We build production-ready integrations using the OpenAI API and GPT-4, connecting language models securely to your proprietary data stores.
When dealing with domain-specific jargon and complex query routing, basic API wrappers fail to deliver consistent answers. Our developers implement advanced retrieval-augmented generation patterns using LangChain and vector embeddings to ground model outputs in your exact business documents. We write clean Patton-ready Python and Node.js code that runs reliably in production environments without unexpected token drift or hallucination spikes.
Operating since 2015 with a remote team based in India, we handle the time zone difference as an operational advantage for US companies. You review completed pull requests and test builds every morning, keeping projects moving forward around the clock. Every line of code written by your dedicated developer belongs to you on day one with zero licensing lock-in.
Your developer commits directly to your repository on day one, matching your exact branch protection rules and code review standards for California teams.
We handle payroll, benefits, and hardware provisioning so you only pay for productive engineering hours spent building your AI features.
You retain full ownership of all prompts, vector databases, and application code produced during every hourly sprint.
Communication happens seamlessly through Slack, Zoom, and daily standups timed to align with Pacific business hours.
Our engineers bring deep experience with Python, Node.js, and complex embedding pipelines rather than just basic prompt tuning.
Scale your engineering hours up or down as your product roadmap evolves without long-term headcount commitments.
Dedicated engineer working exclusively on your codebase for 40 hours a week.
A focused half-time commitment ideal for ongoing feature additions and maintenance.
Flexible engineering hours billed strictly against logged task management tickets.
Multiple developers and a technical lead working together as a cohesive unit.
We discuss your exact technical requirements, current stack, and AI feature roadmap over a short video call.
We match you with an engineer whose specific background in vector databases and API integrations fits your project.
Your new developer receives repository access, reviews your internal documentation, and sets up local development environments.
We establish the first set of task tickets in Jira or GitHub Projects to begin writing production code immediately.
Your engineer participates in daily standups, pushes code regularly, and refines your RAG architecture based on live user feedback.
"Ritik and his team at Aneri Developers are top notch! We have been working together for almost 2+ years now and the project continues to evolve exactly how I had envisioned it. His communication is amazing and his attention to detail is even better! The mobile app and back office that we have created has freed up so much of my day to day while also giving my clients much better transparency and service in return too. His pricing is very fair and I feel extremely lucky to have him helping behind the scenes and growing my business! I look forward to all our future endeavors and continued success. Thank you!"
"I used Aneri Developers to build a campaign website. They were responsive, creative and handled any web-site related problems promptly. The turnaround time to implement updates was impeccable. Rutvik was also very patient and gracious. I recommend Aneri Developers for your website development needs."
"Great developer. On Time. Reasonable pricing. I trust working with him. We have an on going business now!"
Share your technical requirements with us and we will introduce you to an available engineer within 48 hours.
For your Patton, California business.