Detect Technologies

AI Software Engineer-1

Detect Technologies

Chennai•On-site•1-4 Yrs•2 hours ago

Home / Current Openings / AI Software Engineer-1

Write clean, modular, production-ready code for inference pipelines and AI systems.
Develop andmaintaininterfaces and user-facing components for AI tools and services.
Collaborate with backend and platform teams to integrate models into scalable systems.
Contribute to CI/CD pipelines, code reviews, testing strategies, and performance monitoring.
Design, train, and evaluate deep learning models for CV and NLP use cases.
Develop end-to-end solutions for:  Computer Vision tasks (object detection, segmentation, OCR, activity recognition).
Language-related tasks (document parsing, question answering, summarization, RAG pipelines, Building LLM Agents to solve tasks).
Optimize model performance using benchmarking and validation against real-world datasets.
Plan, collect, and preprocess data across modalities (images, video, text).
Coordinate with internal teams and vendors for annotation and validation tasks.
Define data versioning, quality control, and reproducibility standards.
Keep up with the latest in deep learning, computer vision, and LLM advancements.
Prototype and evaluate new architectures (e.g.,ViTs, SAM, LVMs, LLMs likeLLaMA, GPT, Mistral).
Publish internal documentation and contribute to tech blogs or open-source codebases whereappropriate.

Strong programming skills in Python with hands-on experience using deep learning frameworks (PyTorch/TensorFlow), LLM’s frameworks (Autogen/SmolAgents/Langchain) &   VLM’s .
1+years of experience building AI models in at least one domain (CV or NLP).
Proficiency in modellifecycle: training, validation, deployment, and monitoring.
Good understanding of ML fundamentals: CNNs, Transformers, LLMs, optimization techniques.
Ability to build simple UI components that interface with backend AI services.

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