HiQo Solutions, Inc.

Full-stack Engineer

• Translate business problems into ML/AI solutions and measurable success criteria
• Build reliable data pipelines (batch/stream) for training and inference; implement data validation and quality checks
• Develop, train, and evaluate models (classical ML and deep learning) with reproducible experiments
• Design and ship production services (APIs, batch jobs, streaming consumers) with automated tests and observability
• Establish and maintain MLOps foundations: versioning (code/data/models), experiment tracking, model registry, CI/CD, and automated deployments
• Monitor production systems (latency, throughput, cost, model performance, drift) and implement retraining/rollbacks
• Apply modern AI techniques: LLM integrations, retrieval-augmented generation, fine-tuning/adapters, prompt design and evaluation, guardrails
• Optimize cost and performance (profiling, batching, caching, quantization, GPU utilization) and ensure reliability
• Collaborate with product, data, and engineering stakeholders; document designs and decisions

Fullstack AI/ML Developer