Unico Connect

Hire ChatGPT Developers for OpenAI-Powered Applications

Our developers integrate OpenAI models into production applications, including AI assistants, content generation pipelines, and intelligent automation. We engineer reliable systems around current models such as GPT-6 Astra, not just prompt experiments.

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whisper
Embeddings
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ChatGPT developer at work

OpenAI Development, Accelerated with AI

Structured Prompt Engineering

Systematic prompt design with version control, A/B testing and evaluation datasets, so prompts become engineered pipelines that improve over time instead of trial and error.

Output Validation & Guardrails

Automated validation of GPT outputs for accuracy, format compliance, and safety. Content filters, structured output parsing, and fallback strategies for unreliable responses.

Cost Optimization

Token usage monitoring, prompt compression techniques, caching strategies, and model routing (GPT-6 Astra for complex tasks, GPT-6 Luna for high volume simple ones) to keep costs predictable.

Production Reliability

Rate limiting, retry logic, fallback models and graceful degradation help keep your application running even when the OpenAI API has issues.

The whole Unico Connect team uses Claude Code daily. Our engineering leads estimate that roughly 80 percent of our production code is AI generated. Engineers are expected to understand the code AI produces, and a tech lead or senior developer reviews it before it ships.

What Our ChatGPT / OpenAI Developers Build

Custom AI Assistants

Domain specific AI assistants for customer support, sales, onboarding, and internal operations, built on the OpenAI Responses API and grounded in your data with RAG.

Content Generation Pipelines

Automated content creation for marketing, documentation, product descriptions, and reports. Batch processing with quality controls and human review workflows.

Intelligent Document Processing

Extract, classify, and summarize information from documents, emails, and forms using the text and image input that all the latest OpenAI models support.

Image Generation (GPT Image)

AI generated visuals for products, marketing, and content. GPT Image integration with brand guidelines, style consistency, and batch generation workflows.

Voice & Speech (GPT-Transcribe)

Speech to text transcription, meeting summarization, voice command interfaces, and multilingual audio processing using GPT-Transcribe, which OpenAI recommends in place of the deprecated Whisper model.

Embeddings & Semantic Search

Intelligent search systems that understand meaning, not just keywords. Product recommendations, content discovery, and similarity matching.

VETTING PIPELINE

How engineers earn a spot on our team

Our hiring process has three stages, from the application screen to a project deep dive with background verification, and every new engineer then serves a probation period.

4 checks
Application screen

We source engineers across India through LinkedIn, Wellfound, employee referrals and outbound headhunting. Every application is checked for stack relevance, years of experience, English and time zone overlap before it moves to a technical interview.

60 to 90 min
Live coding and scenario questions

A live coding round of 60 to 90 minutes in the primary technology of the candidate, followed by scenario based questions on practical applications of that technology.

3 checks
Project deep dive and background verification

Candidates walk us through a recent production project, covering the architecture decisions and what they would change in hindsight. A third party background verification agency then confirms prior employment, education and identity.

Probation
A probation period follows

New engineers then serve a probation period, and those who do not meet our bar do not continue with us.

How It Works

From the first call to a developer working in your team, you choose who joins and when.

Share your requirements

Tell us the experience level, tech stack, project scope and team setup you need. A 30 minute call is usually enough.

Review shortlisted profiles

Vetted candidates are presented within a week, matched to the brief you shared.

Interview your picks

Interview shortlisted developers directly, through technical interviews, pair programming or whatever your process requires.

Onboard and start

Your developer joins your tools and standups, and onboarding completes in 7 to 14 business days.

Engagement Models

engagement-1

Dedicated Developer

A ChatGPT developer works exclusively on your project, integrated with the tools and workflows your team already uses.

Best for Ongoing OpenAI feature work, prompt and eval iteration
Book a Consultation
engagement-2

Managed Team

We assemble and manage a ChatGPT / OpenAI team with a tech lead, handling delivery end to end against your requirements.

Best for Building RAG and assistant systems end to end with a lead
Book a Consultation
engagement-3

Project Based

Fixed scope, timeline, and budget. We deliver the project and hand off the codebase with documentation.

Best for AI proofs of concept, RAG pipelines, OpenAI integration sprints
Book a Consultation

Engagement terms

  • Vetted candidates are presented within a week, and onboarding completes in 7 to 14 business days.
  • Your developer works as an extension of your team, directly in your channels.
  • For international clients, the assigned team aims for at least 4 hours of overlap with your business day, and our night shift team can cover your business hours for support.
  • Our replacement guarantee gives you a replacement vetted developer at no extra fee if the placed developer is not the right fit or underperforms.
  • We offer fixed scope for proofs of concept and MVPs, then move to a retainer for ongoing work, so the engagement can scale with you.
  • Retainers run for at least 3 months, then continue month to month with 30 days notice.
  • AI and ML roles run $30 to $60 an hour depending on seniority, and fixed scope projects have a $10,000 minimum.
  • We invoice in USD, euros or INR.
  • We sign a mutual NDA before discovery starts, and IP assignment and all other contract terms are set out in the MSA and SOW you sign when the engagement begins.

PRICING

Transparent ChatGPT developer rates, published

$30 to $60 per hour

Dedicated ChatGPT developers, by seniority

$10,000 minimum

Fixed scope projects

US specialists typically bill $150 to $300 per hour for comparable scope. Every engagement is scoped individually before any number becomes a quote.

See all engagement models and hire pricing

Our Work

unico-connect
Customer Ops

Automated about 75% of support ticket classification with AI driven triage and routing across client engagements

Monitors incoming tickets across email, chat, and web form channels in real time
Classifies tickets by category and severity using LLM classifiers tuned to the client taxonomy
Scores confidence on every classification and routes high confidence tickets to the right team queue
Human triage outcomes feed back as training data, so classification keeps improving

~75%

Tickets auto classified

Auto

Routing when confidence is high

Human

Escalation on edge cases

View Case Study
AI ticket classification
AI ticket classification
AI ticket classification
highlands
Education🇺🇸 USA

Built a unified AI learning platform for a California charter school serving 15,000+ students

Built Brain AI, a retrieval augmented knowledge base that surfaces content and recommendations based on student progress
Integrated two way translation held to a 97 percent accuracy bar across student, teacher and parent surfaces
Delivered web and mobile apps for students, teachers and administrators on one integrated platform

15,000+

Students served

97%

Translation accuracy

50%

Faster content turnaround

View Case Study
Highlands Talkative Assist two way translation between English and Spanish on mobile
Highlands English Master screens with original, corrected and translated text
Highlands Brain learning report creation with course evidence and grades
Highlands Brain learning report dashboard for tracking student reports
unico-connect
Internal AI / Sales Ops🇮🇳 India

Cut sales call preparation time 40 percent with an AI led internal sales platform

AI led sales platform we built and run on our own pipeline
Brand voice, proposal structure, and estimates grounded in company knowledge
Call preparation 40 percent faster for the team using it daily
Engineered with the same discipline we apply to client work

40%

Faster client call prep

Daily

Used by our own sales team

Grounded

In company knowledge

View Case Study
AI sales enablement platform
AI sales enablement platform
AI sales enablement platform

OpenAI, Engineered for Your Business

Talk to an Expert

Frequently Asked Questions

Share the OpenAI work you need on a first call, and we shortlist vetted ChatGPT and OpenAI developers who match it for you to interview. Vetted candidates are presented within a week, and onboarding completes in 7 to 14 business days. To speed up the match, tell us whether the product is already in production, the problems you face and what has been tried, the work needed and any regulation or process it must follow, and the features or bugs to fix, so we can match the experience the work needs.

OpenAI & GPT Insights

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