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Chingari
1 Chingari Job
3-5 years
Chingari - Artificial Intelligence/Machine Learning Engineer - PyTorch/Tensorflow (3-5 yrs)
Chingari
posted 5d ago
Flexible timing
Key skills for the job
Job Summary : AI/ML Engineer
We are seeking an experienced AI/ML Engineer to train, fine-tune, and optimize open-source LLMs based on our specific use cases.
You will be responsible for customizing pre-trained models, developing training pipelines, optimizing inference, and ensuring the models are scalable and efficient for production.
Key Responsibilities :
- Train and fine-tune open-source LLMs (e.g, Llama, Mistral, Falcon, GPT-J) on domain-specific datasets.
- Develop custom training and inference pipelines using frameworks like PyTorch, TensorFlow, or JAX.
- Implement techniques such as LoRA, QLoRA, and PEFT to optimize model efficiency.
- Preprocess and curate large datasets for training and fine-tuning models.
- Optimize model deployment using GPU/TPU accelerators and inference frameworks (e.g, vLLM, Triton, Hugging Face Transformers).
- Monitor and evaluate model performance using appropriate metrics and benchmarks.
- Work closely with cross-functional teams to integrate LLM-based solutions into production applications.
- Stay updated with the latest advancements in AI/ML and apply best practices.
Skills :
- Worked on fine tuning LLMs (e.g, Llama, Mistral, Falcon, GPT-J), chatbots, AIbots.
- 2+ years of experience in Artificial Intelligence (AI) and Machine Learning (ML)
- Ability to work with large datasets, including experience with data preprocessing
- Strong analytical and problem-solving skills, with an ability to translate business requirements into actionable machine learning tasks.
- Excellent communication and collaboration skills, with the ability to work in a team-oriented environment.
- Knowledge of supervised, unsupervised, and reinforcement learning techniques
Qualifications : Bachelor's Degree in computer science, B.E graduate from top ranked college
Functional Areas: Other
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3-5 Yrs