Embedded machine learning talent for California tech teams working remotely.
For your Hercules business.
Trusted by companies across the USA
A biotechnology logistics firm located near Hercules needed to automate document extraction from messy supplier invoices, but their internal engineering team lacked the specialized machine learning background required to build a reliable extraction pipeline. They wanted to bring on dedicated hourly engineering talent rather than handing the entire project to an outside vendor who would disappear after launch. By embedding an experienced python developer into their daily sprint cycle, they managed to build a custom document processing engine that handles over 4,300 invoices every week with a 98.4% accuracy rate.
Finding senior machine learning talent in the local Bay Area job market often involves months of recruiting overhead and expensive salary requirements that do not fit smaller engineering budgets. Companies in Hercules face fierce competition for engineering talent, making flexible remote hiring an attractive alternative for growing organizations. Instead of searching for months, you can integrate a pre-vetted specialist who writes clean code directly inside your GitHub repository while operating on your preferred time zone schedule.
We operate entirely as a remote team based in India, having delivered over 500 custom software projects since 2015 for clients across 20+ countries. When you bring on our developers, you retain full ownership of every model, pipeline, and integration built from day one. You manage the workload directly through Jira or Trello while our team handles the heavy lifting of writing and testing your production code.
Building dependable artificial intelligence systems requires more than just calling third-party wrapper endpoints. Our engineers deploy fine-tuned open-source models using PyTorch and TensorFlow, connect them to vector databases for semantic search retrieval, and wrap the business logic in secure REST APIs. This practical approach ensures your new system integrates smoothly with your existing database structure without forcing a total rewrite of your core product.
Your new developer commits code directly to your repositories every single day, keeping you in full control of the workflow.
Pay only for the exact hours logged on your tasks without long-term lock-in contracts or hidden agency overhead.
All proprietary algorithms, training data, and intellectual property remain 100% yours under legally binding agreements.
Operating since 2015, we bring over a decade of remote engineering discipline to companies across California.
Every engineer undergoes strict algorithmic and system design evaluations before joining your daily standups.
Communication happens during your business hours using Slack and Zoom so feedback loops remain fast and tight.
Dedicated developer working exclusively on your product for 40 hours per week.
Consistent part-time support ideal for growing codebases and ongoing model maintenance.
Flexible engineering hours scaled up or down based on your current sprint velocity.
A balanced unit of frontend, backend, and machine learning engineers for larger builds.
We discuss your technical bottlenecks, required tech stacks, and specific machine learning goals over a brief call.
We match you with a vetted engineer whose background fits your exact API and database requirements.
Your developer sets up local environments, reviews documentation, and joins your communication channels during week one.
Tasks are pulled from your backlog, and you begin seeing working code commits within the first five business days.
Daily standups and weekly sprint reviews ensure continuous progress and transparent delivery tracking.
"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 machine learning engineer who fits your workflow.
For your Hercules, California business.