Embed senior AI engineers into your San Rafael engineering team with our remote hourly model.
For your San Rafael business.
Trusted by companies across the USA
A digital media agency in San Rafael needed to process 40,000 subscriber support tickets automatically without losing context on specialized publishing terminology. They attempted to build an internal retrieval system using off-the-shelf wrappers, but latency ballooned past 8 seconds per query. Their engineering lead realized they needed dedicated machine learning talent who understood how to optimize vector search pipelines rather than just calling public endpoints. Hiring locally in the Bay Area meant competing with enterprise salaries that would have consumed their quarterly runway in weeks. Instead, they brought on a remote developer through our hourly model to refactor their architecture using Python and custom embedding indexes.
Building reliable language model applications requires deep familiarity with state management, token budgets, and graceful fallback handling when external inference APIs time out. Our engineers write clean orchestration logic using LangChain and optimize retrieval layers against vector databases to keep search speeds under 300 milliseconds. When working with teams in San Rafael, California, we match our core availability with Pacific business hours so daily standups and code reviews happen in real time. You maintain direct control over the GitHub repository, feature branch planning, and sprint priorities while avoiding the overhead of traditional agency recruitment.
Operating since 2015, Aneri Developers provides skilled technical talent to companies across 20 countries through a fully remote delivery model. Our team in India works while your team sleeps, allowing us to push dependency updates, run evaluation benchmarks, and prepare clean pull requests ready for your morning review. Every developer you hire is vetted for both system architecture skills and clear written communication. You pay strictly for productive hours logged against your project milestones, with zero long-term lock-in contracts or recruitment markup fees.
Our developers maintain a 4-hour daily overlap with Pacific Time, ensuring smooth collaboration for engineering teams across California.
Every model weight, fine-tuned script, and integration pipeline belongs to your business from day one.
Only 3% of applicants pass our technical evaluations in Python architecture and API design.
Track task completion and active coding hours through shared Jira boards and time-tracking logs.
We do not place junior trainees on your project. You get experienced engineers who build production systems.
We have delivered over 500 software projects globally with dependable remote engineering processes.
A dedicated engineer working exclusively on your codebase during your standard business hours.
Consistent weekly support for feature expansion and ongoing machine learning pipeline maintenance.
Scale development hours up or down based on your upcoming release cycles and feature roadmaps.
Build an entire remote engineering squad combining backend, frontend, and machine learning specialists.
We review your technical requirements, model evaluation criteria, and required stack during a 45-minute call.
We introduce you to a pre-vetted engineer whose background matches your exact machine learning workload.
Your new team member reviews your repository, sets up local credentials, and studies your data schemas during week one.
We establish initial delivery milestones, connect communication channels, and begin executing your backlog.
You receive daily progress updates, participate in code reviews, and monitor output through shared sprint boards.
"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!"
Schedule a scoping call to review your technical requirements and find the right engineering match for your team.
For your San Rafael, California business.