AI/ML Developer

Description :

We are seeking a skilled AI/ML Developer with hands-on experience in Python, machine learning frameworks, and model development. The ideal candidate should have strong technical expertise across ML/DL frameworks, proficiency in debugging, and exposure to Windows internals, databases, and CI workflows. This role involves developing, optimizing, and deploying AI/ML models, along with enhancing system stability and performance.

Key Responsibilities :

- Design, develop, and implement machine learning and deep learning models using PyTorch, TensorFlow, TorchRL, and related frameworks.

- Train, fine-tune, evaluate, and optimize ML/DL models for performance and accuracy.

- Work on implementing custom functionalities beyond readily available libraries.

- Explore and experiment with Large Language Models (LLMs), Multimodal Models, and computer vision techniques.

- Evaluate new ML algorithms, architectures, and research papers to improve system capabilities.

- Write production-quality code primarily in Python and at least one additional programming language such as C/C++, Java, C#, Bash, or PowerShell.

- Develop reusable modules, tools, and scripts to support ML workflows.

- Collaborate with engineers to integrate ML components into production systems.

- Perform debugging and issue isolation at Windows OS internals, kernel, and driver module levels.

- Analyze system logs, track down errors, and improve system stability and performance.

- Troubleshoot issues across both Windows and Linux environments (Debian, RHEL).

- Work with structured and unstructured datasets for training and validation.

- Perform database operations using SQL and integrate data pipelines with ML workflows.

- Implement CI/CD workflows for model development and deployment.

- Contribute to automated testing, QA processes, and continuous integration pipelines.

- Work closely with DevOps teams to streamline deployment processes.

- Collaborate with product teams, data scientists, software engineers, and QA teams to understand requirements and deliver ML solutions.

- Participate in design discussions, sprint planning, and technical reviews.

Required Skills :

- Strong proficiency in Python and at least one of: C/C++, Java, C#, Bash, or PowerShell.

- Hands-on experience building and training models using PyTorch, TensorFlow, TorchRL.

- Ability to implement custom functionality beyond standard libraries.

- Experience in debugging and troubleshooting at Windows OS internal levels, including kernel and driver modules.

- Strong understanding of machine learning concepts, deep learning, reinforcement learning, and model optimization.

- Experience with Large Language Models, multimodal systems, and computer vision techniques.

- Knowledge of Windows and Linux troubleshooting.

- Experience with SQL and database-backed applications.

- Familiarity with QA, CI/CD workflows, and automated pipelines.

- Exposure to GPU acceleration, CUDA, or high-performance computing.

- Strong problem-solving, analytical, and debugging skills.

- Excellent communication and documentation abilities.

- Ability to work independently and collaboratively in a fast-paced environment.

- Curiosity to learn and adapt quickly to new technologies and methodologies.