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AI & Machine Learning

From custom ML models and computer vision to NLP, recommendation engines, and LLM-powered applications — we build AI that delivers real business value.

Build Your AI Solution
Overview

What We Offer

At Syntektra Solutions, we design and deploy production-grade AI and Machine Learning systems that solve real business problems. We go beyond proof-of-concepts — our models are trained, evaluated, optimized, and deployed into scalable cloud infrastructure that your team can rely on.

We work across the full ML lifecycle — data engineering, feature engineering, model training, evaluation, deployment, and monitoring. Our team has delivered AI solutions across computer vision, natural language processing, time-series forecasting, recommendation systems, and generative AI for clients in healthcare, fintech, retail, manufacturing, and SaaS.

Whether you want to integrate OpenAI, Anthropic Claude, or self-hosted LLMs like LLaMA and Mistral into your product, or build a custom ML model from scratch on your own data — we have the expertise to deliver it end to end.

Features

What's Included

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Custom ML Model Development

We build custom machine learning models tailored to your data and business problem — classification, regression, clustering, anomaly detection, and ranking models using scikit-learn, XGBoost, LightGBM, and PyTorch.

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Computer Vision

Object detection, image classification, facial recognition, OCR, defect detection, and video analytics using YOLO, EfficientNet, ResNet, and OpenCV. Deployed on cloud or edge devices.

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Natural Language Processing (NLP)

Text classification, sentiment analysis, named entity recognition, summarization, translation, and semantic search using transformer models (BERT, RoBERTa, T5) and spaCy.

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LLM Integration & Fine-Tuning

Integration with OpenAI GPT-4, Anthropic Claude, and Google Gemini APIs. We also fine-tune open-source LLMs (LLaMA 3, Mistral, Phi-3) on your domain-specific data for specialized tasks.

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RAG — Retrieval Augmented Generation

Connect LLMs to your internal knowledge base using RAG pipelines built with LangChain, LlamaIndex, and vector databases (Pinecone, Weaviate, pgvector). Your AI answers questions using your own documents and data.

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Recommendation Systems

Collaborative filtering, content-based filtering, and hybrid recommendation engines for e-commerce, media, and EdTech platforms. Personalized product, content, and course recommendations that drive engagement.

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Time-Series Forecasting

Demand forecasting, sales prediction, anomaly detection, and capacity planning using Prophet, LSTM, Transformer-based models, and statistical methods. Integrated with your existing data pipelines.

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MLOps & Model Deployment

End-to-end MLOps pipelines using MLflow, DVC, and SageMaker. Automated model training, versioning, A/B testing, canary deployments, and drift monitoring — so your models stay accurate in production.

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Self-Hosted LLM Servers

We set up and manage self-hosted LLM inference servers running LLaMA 3, Mistral, Mixtral, and Phi-3 using Ollama, vLLM, and llama.cpp on GPU-accelerated cloud instances or bare-metal servers with OpenAI-compatible APIs.

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Data Engineering & Feature Pipelines

We build the data infrastructure your ML models need — ETL pipelines, feature stores, data lakes, and real-time feature engineering using Apache Spark, dbt, Airflow, and AWS Glue.

Why Choose Us

Our Advantage

Full ML lifecycle — data engineering, training, deployment, and monitoring

LLM expertise — OpenAI, Claude, LLaMA 3, Mistral, and Mixtral

RAG pipelines connecting LLMs to your internal knowledge base

Self-hosted LLM servers — your data never leaves your infrastructure

Computer vision for defect detection, OCR, and video analytics

NLP for sentiment analysis, summarization, and semantic search

MLOps with automated retraining, versioning, and drift detection

Recommendation engines that drive engagement and revenue

Time-series forecasting for demand planning and anomaly detection

GPU-accelerated inference with model quantization for cost efficiency

Ready to Get Started?

Let's discuss how Syntektra Solutions can deliver AI & Machine Learning for your business.

Build Your AI Solution
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Syntektra AI

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