Unico Connect

Hire Whisper Developers for Speech-to-Text and Voice AI Applications

Our developers build production speech-to-text systems using OpenAI's Whisper model. Transcription, real-time captioning, voice search, and multilingual audio processing, deployed on-premise or in the cloud.

Whisper developer at work

Whisper Development, Accelerated with AI

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Domain-Specific Accuracy Tuning

AI-assisted post-processing pipelines that correct industry terminology, proper nouns, and technical vocabulary that general Whisper models transcribe incorrectly.

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Real-Time Processing

Optimized streaming architectures that process audio in real time for live captioning, voice commands, and conversational AI, with latency under 500ms.

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Automated Quality Evaluation

AI benchmarks transcription accuracy against domain-specific test sets, tracking word error rate across model updates and configuration changes.

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Cost-Efficient Deployment

AI tools analyze your audio volume and latency requirements to recommend the right deployment strategy: API, self-hosted GPU, or edge deployment.

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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 Whisper Developers Build

Transcription Systems

Batch and real-time audio transcription for meetings, calls, podcasts, and media. Speaker diarization, timestamps, and formatted output.

Voice Search & Commands

Voice-powered search and command interfaces for applications. Natural language understanding on top of Whisper transcription for intent extraction.

Multilingual Processing

Audio processing in 90+ languages with automatic language detection. Translation from source language to English for cross-language applications.

Meeting & Call Intelligence

Automated meeting notes, action item extraction, sentiment analysis, and summary generation from recorded or live audio streams.

Accessibility Solutions

Real-time captioning for live events, educational content, and workplace accessibility. WebVTT and SRT subtitle generation from audio.

On-Premise Deployment

Self-hosted Whisper deployments for organizations that require data to stay within their infrastructure. GPU-optimized Docker containers with API endpoints.

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

A Whisper Developer works exclusively on your project, integrated with your team's tools and workflows.

Best for: Ongoing speech and audio pipeline ownership
Book a Consultation
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Managed Team

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

Best for: Building a voice or transcription system 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: Transcription pipelines, voice features, audio proofs of concept
Book a Consultation
Start within a weekFlexible scale-up / scale-downNo long-term lock-inDedicated technical lead

PRICING

Transparent Whisper developer rates, published

$25 to $50 per hour

Dedicated Whisper developers, 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 / 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

Explore Case Studies
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Education🇺🇸 USA

Integrated three AI features that reduced compliance effort by 97% for 15,000+ learners

Built Brain AI, a natural language knowledge base that answers student and staff queries instantly
Built Brain AI, a natural language knowledge base that answers student and staff queries instantly
Integrated Two-Way Live Translation enabling multilingual communication across student populations
Integrated Two-Way Live Translation enabling multilingual communication across student populations

97%

Compliance Effort Reduction

25%

Faster English Acquisition

15,000+

Multilingual Support for 15k+ Users

View Case Study
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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

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Voice AI, Engineered for Production

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Frequently Asked Questions

Our Whisper developer rates run $25 to $50 per hour depending on seniority, and focused fixed scope builds typically start around $15,000. US specialists bill $150 to $300 per hour for comparable work. Most clients choose a monthly dedicated model with a 30 day notice period and no long term lock in.

Voice AI & Whisper Insights

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Let's Build Together

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