Unico Connect

Hire AI Engineers Who Build Intelligent Systems That Work in Production

Our AI engineers build machine learning models, NLP pipelines, computer vision systems, and AI agents that solve real business problems. Not research prototypes, but production systems that deliver measurable results.

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AI engineer collaborating with team

AI Engineering, Accelerated with AI

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Rapid Prototyping with Foundation Models

We start with pretrained models (GPT-4, Claude, open source alternatives) and tune them for your domain, cutting development time from months to weeks.

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Automated Evaluation Pipelines

AI powered evaluation frameworks test model outputs against domain specific benchmarks, catching accuracy regressions and hallucination issues before deployment.

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Continuous Model Monitoring

AI monitors production model performance, drift, and user feedback in real time, triggering retraining or prompt adjustments when quality degrades.

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Cost Optimized Architecture

AI tools analyze your usage patterns to recommend the right model size, caching strategy, and batching approach, keeping inference costs predictable as you scale.

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Every engineer at Unico Connect uses AI as a core part of their engineering workflow. This is not about replacing developers with AI. It is about making experienced developers significantly more productive.

What Our AI Developers Build

Custom AI Agents

Autonomous agents that perform multi step tasks using LLMs, tool calling, and domain knowledge. Customer support, research, and workflow automation.

RAG & Knowledge Systems

Retrieval augmented generation systems that ground AI responses in your proprietary data. Document Q&A, internal knowledge bases, and domain specific assistants.

Computer Vision

Image classification, object detection, OCR, and visual inspection systems. From medical imaging to manufacturing quality control.

NLP & Text Processing

Named entity recognition, sentiment analysis, document classification, and text extraction pipelines for structured data from unstructured content.

Predictive Analytics & ML Models

Forecasting, anomaly detection, recommendation engines, and scoring models trained on your historical data for business specific predictions.

AI Integration & Deployment

Deploy AI models into your existing applications. API wrappers, edge deployment, model serving infrastructure, and production monitoring.

VETTING PIPELINE

How engineers earn a spot on our team

Every engineer goes through the same four-stage funnel. Most do not make it past stage two.

30,000+
Applications received each year

Around 15 open roles at any time, each receiving roughly 200 applications per month through LinkedIn, AngelList, employee referrals, and outbound headhunting across India. India produces 1.5 million CS graduates a year, so sourcing is not the moat. Filtering is. Most applications are auto-filtered for stack relevance, years of experience, English, and time-zone overlap before any human reviews them.

5%
Pass live coding + system design

Two-stage technical interview: a 90-minute live coding exercise tailored to the candidate's primary stack, then a system-design discussion grounded in real production scenarios.

2%
Pass project deep-dive + background verification

We ask candidates to walk through a recent production project: architecture decisions, what they would change in hindsight. We also run a background verification check through a third-party BGV agency to confirm prior employment, education, and identity.

1.2%
Complete 2-week shadow onboarding

A senior Unico Connect engineer shadows new hires for two weeks on an internal project. We watch how they respond to feedback, ask for help, and ship code. Fast learners stay.

<1%
of applicants join the active team

A dedicated team of engineers makes up the active Unico Connect team at any given time across all stacks. New roles open as engagements complete or grow.

How It Works

From first conversation to a developer shipping code on your project, the process is designed to be fast, transparent, and low risk.

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Engagement Models

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Dedicated Developer

An AI Engineer works exclusively on your project, integrated with the tools and workflows your team already uses.

Best for Ongoing model and pipeline work, eval driven iteration
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Managed Team

We assemble and manage an AI team with a tech lead, handling delivery end to end against your requirements.

Best for Building RAG and agent systems end to end with a lead
Book a Consultation
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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, model integration sprints
Book a Consultation
Start within a weekFlexible scale up / scale downNo long term lock inDedicated technical lead

PRICING

Transparent AI engineer rates, published

$25 to $50 per hour

Dedicated AI engineers, by seniority

From $15,000

Focused builds, fixed scope

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

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AI Demo / Cross Industry🇺🇸 USA

Built an AI agent that processes unstructured documents with 85% extraction accuracy

Processes invoices, contracts, and reports with intelligent field extraction and confidence scoring
Validates extracted data against configurable business rules before downstream push
Handles multiple document formats (PDF, scanned images, emails) with OCR integration
Provides audit trail and exception queue for human review of low confidence extractions

85% 

Extraction Accuracy

70%

Faster Document Processing

90% 

Reduction in Manual Review

Explore Case Studies
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AI Demo / B2B Commerce

Deployed a WhatsApp agent that processes B2B orders 60% faster across 3 languages

Processes orders via text and voice messages in English, Hindi, and Spanish
Confirms line items, quantities, and pricing with the buyer before submission
Checks real time inventory availability and suggests alternatives for out of stock items
Routes confirmed orders to fulfillment and sends delivery tracking updates

60%

Faster Order Processing

40%

Reduction in Order Errors

3

Languages Supported

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AI Demo / Enterprise Operations

Automated 75% of support ticket classification with AI driven triage and routing

Monitors incoming tickets across email, chat, and web form channels in real time
Classifies tickets by category, urgency, and complexity using trained language models
Assigns priority scores and routes to the correct team based on skill matching
Learns from resolution patterns to continuously improve classification accuracy

75% 

Automated extraction and classification

50%

Faster Resolution Time

30%

Fewer Misrouted Tickets

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AI That Works in Production, Not Just in Demos

Talk to an Expert

Frequently Asked Questions

Your developer works as an extension of your tech team, with direct communication in your channels and hours that overlap yours. Vetted candidates complete onboarding within 14 business days. If a developer underperforms, we replace them, and engagements run monthly with a 30 day cancellation notice.

AI Engineering Insights

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Let Us Build Together

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