Embedded AI engineers for San Marino teams scaling custom language models.
For your San Marino business.
Trusted by companies across the USA
A high-end wealth management firm in San Marino struggled to synthesize unstructured financial disclosures across multiple disparate jurisdictions without leaking client data to public models. They needed a dedicated engineer who could build a secure retrieval system on local infrastructure rather than relying on generic wrapper tools. Finding local talent with deep machine learning expertise proved difficult given the competitive regional labor market. When they reached out to us, we embedded an experienced Python developer into their workflow within days to construct a robust document search utility.
The engineer we matched to their team spent the first week auditing their existing data storage before writing any code. By connecting their secure document store to custom vector databases using LangChain, the developer built a pipeline that cut research time for compliance officers down from hours to minutes. They relied heavily on the OpenAI API and GPT-4 to handle complex natural language queries while enforcing strict data privacy boundaries. This was not a fixed-price project where an agency disappears after launch. Instead, the client gained direct daily access to a developer who attended their morning standups and managed code reviews through GitHub.
Operating from our team headquarters in India since 2015, we provide dedicated engineering talent for companies across twenty countries. We handle all administrative overhead, payroll, and hardware provisioning so you simply work with your engineer during your preferred hours. Our developers overlap significantly with Pacific business hours, ensuring smooth communication via Slack and Zoom. If your team in California needs specialized AI capabilities without the lengthy recruitment cycle, hourly staff augmentation bridges the gap immediately.
Your developer joins your existing Slack channels, GitHub repositories, and daily standups from day one.
Every engineer on our roster has a minimum of five years of practical coding experience in production environments.
We understand the fast-paced compliance requirements typical of boutique financial and professional service firms in California.
You retain full ownership of every line of code, prompt template, and model fine-tuning artifact produced.
Review daily logs and task updates so you always know exactly how your dedicated hours are spent.
Skip months of interviewing and background checks; meet pre-vetted candidates ready to start this week.
Dedicated developer working exclusively on your codebase during standard business hours.
Half-time allocation ideal for ongoing feature development and prompt engineering tasks.
Flexible capacity for code audits, API integrations, and maintenance sprints.
Scale up quickly with a multi-developer pod supervised by an experienced technical lead.
We review your technical stack, required AI workflows, and communication preferences during a brief introductory meeting.
We select a developer whose specific background in Python and retrieval architecture matches your exact requirements.
Your new team member reviews your documentation, sets up local credentials, and joins your repository access lists.
You assign initial tasks and user stories for the upcoming development cycle during your regular planning session.
Your developer writes code, submits pull requests, and demos working features on a consistent weekly schedule.
"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 connect you with a vetted engineer who can start building your AI features this week.
For your San Marino, California business.