Embedded remote talent for engineering teams in Fremont scaling machine learning workloads.
For your Fremont business.
Trusted by companies across the USA
An industrial automation hardware firm based in Fremont hit a wall when their legacy sensor telemetry parser started dropping 14 percent of incoming packets during peak factory shifts. They needed someone who could build a custom data ingestion pipeline without rebuilding their entire monitoring backend from scratch. Bringing on an internal hire in California takes 47 days on average, so they chose our hourly staff augmentation model to fill the gap.
Within 3 days of our initial discussion, we embedded an AI developer into their sprint cycle. Using Python and TensorFlow, our engineer restructured their parsing engine to filter noise through a lightweight neural network before it hit the database. Query latency dropped from 3.2 seconds down to 400 milliseconds, giving their floor supervisors real-time visibility into equipment temperature spikes.
We operate entirely as a remote team based in India, which means your engineering backlog gets attention while your office in Fremont is asleep. You push task tickets at the end of your Pacific time zone day, and our developers deliver tested pull requests before your morning standup. Communication happens over Slack and GitHub, with overlapping hours booked directly around your team schedule.
Most technical leaders make the mistake of hiring a data scientist when they actually need a software engineer who understands machine learning integration. Our developers write production-grade code that connects to existing REST API endpoints, handles database migrations cleanly, and scales under heavy loads. You retain complete ownership of every repository from day one of the engagement.
Your dedicated developer logs at least 4 hours of daily direct overlap with Pacific business hours for real-time collaboration.
Every repository, model weight, and deployment script belongs entirely to your business from the first commit.
Engineers are vetted for software architecture competence, not just academic machine learning theory.
You pay only for active development hours tracked through detailed timesheets and weekly progress logs.
Over a decade of remote engineering delivery for growing companies across 20 countries.
Engineers plug directly into your current GitHub repositories, Jira boards, and CI/CD deployment pipelines.
Dedicated developer working exclusively on your project for 40 hours per week.
Consistent part-time availability of 20 hours per week for steady feature additions.
Variable hourly allocation scaling up or down based on your active sprint needs.
Multiple developers and a technical lead integrated as a cohesive extension of your staff.
We review your existing codebase, technical constraints, and specific infrastructure needs on a 30-minute video call.
We select an engineer whose experience matches your exact stack, whether you need vector databases or custom language model wrappers.
Your developer joins your Slack workspace, reviews architecture documentation, and pushes their first diagnostic commit within five days.
Daily standups and continuous pull requests keep the engineering momentum steady throughout your active development cycle.
Your engineer refactors legacy functions, monitors server performance, and ships new features week after week.
"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 discuss your current infrastructure and find the right engineering match.
For your Fremont, California business.