I will build machine learning, computer vision, custom ai models and mlops


Over deze dienst
Need AI that survives production, not just a notebook demo ?
I build custom machine learning, computer vision and generative AI systems from data and model development through deployment and MLOps.
I can build:
- Custom ML/DL models, predictive analytics and recommendation systems
- Computer vision with YOLO, OpenCV, object detection, tracking, segmentation and OCR
- LLM fine-tuning with LoRA, QLoRA, PEFT and Hugging Face
- NLP, multimodal AI, forecasting, classification and anomaly detection
- PyTorch, TensorFlow and Keras training, evaluation and optimization
- FastAPI model APIs, Docker and AWS/GCP/Azure deployment
- MLOps, CI/CD, monitoring, drift detection and retraining pipelines
- Quantization, scalable inference, latency and cost optimization
From proof of concept to production platform, I engineer AI systems that are measurable, maintainable and ready for real users.
Message me before ordering so we can define the data, success metrics, infrastructure and deployment scope.
Maak kennis met Satyam
Software Developer
- Afkomstig uitIndia
- Lid sindsnov 2024
- Gem. reactietijdBinnen 4 dagen
Talen
Hindi, Bengaals, Engels
Veelgestelde vragen
Are cloud, GPU and third-party costs included ?
No. Cloud compute, GPUs, paid datasets, model APIs and other third-party services are normally paid directly by the client unless explicitly included in the agreed scope.
Can you handle projects larger than the Premium package ?
Yes. Larger AI platforms can be delivered through a custom offer or milestones covering data, modeling, APIs, deployment, infrastructure, monitoring and production rollout.
What kinds of AI and machine learning systems can you build ?
I can build predictive ML, deep learning, computer vision, NLP, recommendation, forecasting, anomaly detection, multimodal AI, fine-tuned LLMs and custom AI applications based on your use case.
Can you build computer vision systems ?
Yes. I can build object detection, tracking, image classification, segmentation, OCR and video analytics using technologies such as YOLO, OpenCV, PyTorch and suitable vision models.
Can you train or fine-tune models on my own data ?
Yes. I can train custom ML/DL models or fine-tune suitable LLMs using your dataset, including LoRA, QLoRA and PEFT approaches where appropriate. Data quality and compute requirements will be reviewed first.
Do you only provide a model or can you deploy it too ?
I can handle the full path from data preparation and model development through API integration, Docker, cloud deployment, inference optimization, monitoring and MLOps.
Which technologies can you work with ?
Depending on the project, I can use Python, PyTorch, TensorFlow, Keras, Hugging Face, YOLO, OpenCV, FastAPI, Docker, SQL and suitable AWS, GCP or Azure services.
Can you improve or productionize an existing AI prototype ?
Yes. I can review an existing model or prototype and help with accuracy, latency, inference cost, architecture, deployment, scalability, monitoring and production integration.
Which package should I choose ?
Choose Basic for one focused model or prototype, Standard for a deployable production pipeline, and Premium for an end-to-end AI platform with advanced deployment and MLOps. Message me if unsure.

