Embedded remote AI engineering for tech companies in Aliso Viejo.
For your Aliso Viejo business.
Trusted by companies across the USA
A medical device firmware startup in Aliso Viejo was struggling to process diagnostic logs from thousands of remote patient monitors. Their internal web team understood user interfaces well, but building an automated analysis pipeline required specialized machine learning infrastructure. They needed an engineer who could write clean Python code and integrate vector databases without a lengthy recruitment cycle.
We brought in a dedicated AI developer to embed directly into their engineering meetings and daily workflows. Working from our office in India since 2015, our developer set up a retrieval-augmented generation pipeline using the OpenAI API and Pinecone. This allowed the client's support engineers to query diagnostic logs in plain English and retrieve matching incident reports in seconds rather than hours of manual searching.
Most technical teams hit a wall when trying to connect complex neural networks to existing enterprise applications. You might need someone who can fine-tune PyTorch models for text classification or build asynchronous REST API endpoints using FastAPI. Instead of paying US headhunter fees and waiting three months for interviews, you bring on an experienced developer who starts writing production code in days.
We operate entirely remotely, which aligns well with modern engineering teams in California who already rely on Slack and GitHub. Our developers overlap with US Pacific hours for daily standups, code reviews, and direct communication. You retain full intellectual property rights to every script and model built, and you can scale your developer's hours up or down as project milestones shift.
Your developer joins your existing Slack channels and daily standups just like an in-house hire in Aliso Viejo.
Eleven years of remote software delivery means mature processes that eliminate the friction typical of outsourced staffing.
Every Python script, LangChain agent, and TensorFlow model belongs to you from the first git commit onward.
Log every hour spent on your codebase with clear task breakdowns so you always know what your developer accomplished.
Collaborate smoothly with developers who structure their workday to overlap with business hours across California.
Adjust your engineering capacity month to month without paying for idle headcount when project scope changes.
Dedicated engineer working exclusively on your AI infrastructure for 40 hours per week.
Half-time engagement ideal for smaller data pipelines and ongoing model maintenance.
Dynamic capacity for code reviews, architecture planning, and targeted debugging sessions.
A balanced mix of front-end, back-end, and AI engineers to build complete software products.
We discuss your current machine learning bottlenecks, data structures, and the exact skill set your team lacks.
We select an AI engineer whose past projects match your technical stack and introduce them for a direct interview.
Your new developer receives repository access, reviews your system architecture, and sets up local development environments.
You assign the initial backlog of tickets, establishing a rhythm of daily updates and code reviews.
Your engineer ships features, optimizes database queries, and refines models while participating in your standard release cycles.
"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!"
Let us discuss your machine learning requirements and match you with an experienced engineer who fits your workflow.
For your Aliso Viejo, California business.