Junior - Ai/ml

6 months ago

Ahmedabad Gujarat, India Promact Infotech Full time

**Roles and Responsibilities**:

- Collaborate with the AI/ML team to understand project requirements and convert them into implementable AI/ML solutions.
- Develop and implement AI/ML models for various use cases such as Generative AI, RAG, Chatbots, Object Detection, Semantic Searching, Entity Recognition, etc.
- Perform data preprocessing, feature engineering, and model evaluation tasks.
- Assist in data annotation and creation of high-quality training dataset.
- Conduct experiments and analyze results to optimize model performance.
- Ensure adherence to coding standards, best practices, and guidelines in the development process.
- Participate in code reviews and refactor code based on provided feedback.
- Validate developed models against requirements and test cases.
- Assist in model deployment and serving using appropriate tools and techniques.
- Maintain comprehensive documentation, code comments, and knowledge retention for AI/ML projects.
- Actively participate in scrum ceremonies and maintain tracking using relevant project management tools.
- Uphold the organization's values, vision, and mission while fostering a collaborative work environment.
- Actively participate in training sessions provided by the organization to enhance AI/ML skills.

**Skills**:

- Fundamental understanding of AI/ML concepts, algorithms, and techniques
- Proficiency in programming languages commonly used in AI/ML, such as Python
- Hands-on experience with popular AI/ML frameworks and libraries (e.g., TensorFlow, PyTorch, Keras, scikit-learn)
- Familiarity with data preprocessing, feature engineering, and model evaluation techniques
- Familiarity with Natural Language Processing (NLP) techniques and libraries (e.g., NLTK, spaCy, Transformers)
- Basic understanding of Generative AI techniques and architectures (e.g., Transformer based models, GANs, VAEs)
- Knowledge of computer vision and image processing techniques (OpenCV, Pillow, scikit image)
- Familiarity with data annotation tools and techniques for creating high-quality training datasets
- Knowledge of model deployment and serving techniques (e.g., Flask, FastAPI, Cloud deployments)
- Understanding of machine learning pipelines and MLOps practices
- Familiarity with cloud platforms (AWS, Azure, GCP) and their AI/ML offerings
- Knowledge of version control systems (Git) and experience with project management tools (Jira, Asana, etc.)
- Good communication skills and ability to work collaboratively in a team environment
- Bachelor's degree in Computer Science, Data Science, or a related field
- 1-2 years of experience in AI/ML development

**Job Summary**:
- Pune WFO, Ahmedabad WFO, Vadodara WFO Location- Full Time Job type- 1 - 2 years Experience- 1 Openings**Contact**:

- Vadodara, Gujarat, India _
- Phone: _+91 - 8700393720_

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