Production AI, accelerated. Tuned for enterprise excellence

Transform ideas into production-grade AIat supersonic speed

From rapid prototypes to massive ML pipelines. We design, fine-tune and deploy state-of-the-art models on robust data foundations. Built with Hugging Face, PyTorch, JAX, and rock-solid MLOps.

Start in 7 days See case studies

LLMs: Llama 3.1, Mistral, FalconVision: CLIP, SAM, DiffusersSpeech: Whisper, MMSPEFT, LoRA, vLLM, Triton

Advanced AI systems dashboard showing real-time model performance metrics and deployment analytics

Latency optimized with vLLM + TensorRT-LLM. Streaming tokens in < 50ms.

AI & Machine Learning Services that ship

Architecture, modeling, and delivery performed by hands-on AI researchers and production engineers.

Hyperparameter tuning

Optimized model performance through automated search and Bayesian optimization.

• Grid search and random search
• Integration with Optuna and Ray Tune
• GPU-accelerated experiments

See how it works

Transfer learning

Efficient adaptation of pre-trained models to domain-specific tasks.

• Fine-tuning on custom datasets
• Feature extraction pipelines
• Cross-domain knowledge transfer

See how it works

Ensemble methods

Enhanced accuracy through model combination and uncertainty quantification.

• Bagging, boosting, stacking
• Diversity maximization techniques
• Calibrated confidence scores

See how it works

Rapid AI Prototyping

LLM apps, RAG, agents, evaluators. Turn a napkin sketch into something you can demo.

Models: Llama, Mistral, Qwen. Retrieval with ColBERT/TS. Guardrails + evals.

See how it works

Model Deployment

vLLM, TensorRT-LLM, TGI, KServe. Autoscaling, canary, observability.

GPU packing, quantization (AWQ/GPTQ), KV caching, streaming, cost controls.

See how it works

Deep Learning Systems

Fine-tuning with PEFT/LoRA, RLHF/RLAIF, evaluation suites, safety.

Vision (SAM, CLIP, DETR), Speech (Whisper, MMS), Multimodal (LLaVA).

See how it works

Data Strategy

Data pipelines, eval/feedback loops, governance. Make data your advantage.

Feature stores, labeling, synthetic data, drift detection, privacy.

See how it works

Machine Learning for Predictive Maintenance

Leverage advanced ML techniques to anticipate failures, optimize operations, and drive efficiency in manufacturing and beyond.

Predictive analytics for equipment failure

Proactive maintenance scheduling based on failure probability models and historical patterns.

Quality prediction and defect detection

In-line quality assurance using computer vision and sensor data fusion to identify defects early.

Production optimization and scheduling

Real-time resource allocation and workflow optimization using reinforcement learning and simulation.

Supply chain forecasting and logistics

Demand sensing and inventory management with multi-echelon forecasting and scenario analysis.

AI Development Engagement Models

Simple, outcome-driven pricing designed for velocity and measurable impact.

Prototype

Starter Sprint

One week to a working demo

$5,000 - $9,000 / month

Scoping + success metrics
Prototype (LLM, RAG or Vision)
Live demo + next steps

Start a sprint

AI Success Stories: Proof, not promises

We partner with product teams and research labs to ship AI outcomes that matter.

Agentic Customer Support

LLM agents trained on 300k docs

AI-powered customer support dashboard showing agent performance and response metrics

• -42% avg handle time, +18 NPS
• Safety layer with function calling and evals

Vision Quality Control

SAM + CLIP for manufacturing QA

Computer vision AI system detecting manufacturing defects in real-time quality control

• 97.4% defect recall at 12ms throughput
• On-edge deployment with TensorRT

Speech-to-Insights

Whisper + RAG for research orgs

Speech recognition AI system processing audio data for research insights

• 8x faster synthesis, bias-aware summaries
• Privacy-preserving, on VPC

"They ship research-grade work, fast."

Director of AI, Fintech

We moved from whiteboard to deployed LLM microservices in under a month. Observability and evals saved us weeks.

"The MLOps is best-in-class."

Head of Platform, SaaS

Cost per token dropped 38% after quantization and KV caching. Canary deploys gave us confidence to scale.

"A partner to our research lab."

Lead Scientist, Healthtech

We co-designed a multimodal pipeline with robust evaluation. It's now the backbone of our clinical triage.

Transform ideas into production-grade AIat supersonic speed

AI & Machine Learning Services that ship

Machine Learning for Predictive Maintenance

AI Development Engagement Models

AI Success Stories: Proof, not promises

Why Codefex AI Solutions vs DIY

With Codefex

Roll-your-own