Trusted by companies across the USA
Embedded Python and LangChain engineering capacity for teams scaling intelligent workflows in Bieber, California.
For your Bieber business.
Trusted by companies across the USA
A timber supply and forestry operation based near Bieber, California faced an overwhelming influx of vendor invoices, compliance logs, and shipping manifests arriving in multiple file formats every morning. Their operations team spent four hours each day manually cross-referencing these documents against existing databases before approving shipments. Building a custom text extraction pipeline seemed straightforward until their internal team hit roadblocks managing context windows and handling unstructured data reliably. They needed dedicated engineering support to build autonomous workflows that could parse documents without hallucinating details or dropping edge cases.
We integrated a specialized developer into their team on an hourly basis to write the Python logic needed for automated document processing. By combining LangChain with structured function calling, the developer built an agentic loop that extracts line items, queries inventory records using vector databases, and flags discrepancies for human review. This eliminated manual data entry entirely while letting the forestry company retain full ownership of every line of code written during the sprint.
Operating since 2015, Aneri Developers provides dedicated remote engineering talent to companies across 20 countries. We work entirely remotely from our team in India, structuring our daily communication to overlap smoothly with US business hours. You get a reliable developer who joins your existing standups, pushes code directly to your GitHub repository, and participates in standard sprint planning without the overhead of local recruiting.
Most projects fail when AI agents are treated as simple chatbot wrappers rather than deterministic software components. When we build tool-use loops, we implement strict validation steps using Python and LangGraph to ensure the model cannot execute unintended database queries. Bringing on an hourly developer gives you direct control over this architecture, allowing you to scale engineering hours up or down as your automation requirements evolve.
Your developer joins your Slack and GitHub on day one, operating as a direct extension of your Bieber engineering team.
Our India-based team coordinates daily standups and code reviews during standard US business hours.
Every prompt template, vector embedding configuration, and Python module belongs exclusively to your company.
We bring over a decade of remote software delivery experience supporting growing businesses across multiple industries.
Adjust your developer hours week by week depending on your active model tuning and deployment schedules.
Review daily pull requests, test coverage reports, and agent execution logs with total visibility.
Dedicated developer working exclusively on your AI infrastructure for 40 hours per week.
Consistent part-time engineering capacity for ongoing agent maintenance and prompt optimization.
Flexible hourly arrangement ideal for targeted code reviews and specific agent integration tasks.
Scale up quickly with multiple developers supporting complex multi-agent system rollouts.
We discuss your workflow automation goals, required tool integrations, and technical constraints over a quick video call.
We match you with an engineer who has direct experience building production-grade agentic loops using Python and LangChain.
Your new developer receives repository access, reviews your system architecture, and sets up local environment variables.
We outline the initial set of agent capabilities and establish clear milestones for the upcoming two-week sprint.
Your developer pushes code, participates in daily syncs, and delivers working increments through regular pull requests.
"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 call with our team to explore adding a dedicated AI developer to your Bieber operation.
For your Bieber, California business.