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    Generative AI Engineer - Pune, India - Calfus Inc.

    Calfus Inc.
    Calfus Inc. Pune, India

    2 days ago

    Default job background
    Technology / Internet
    Description

    About Calfus

    Calfus is a Silicon Valley headquartered software engineering and platforms company with a focus on creating solutions that make a positive impact on business and the environment. We differentiate ourselves with our unique line of products, software engineering expertise, innovative mindset, and transformation capabilities.

    Founded in late 2021, Calfus began its operations in January 2022. Since then, Calfus has grown to a team of 100+ employees across Pleasanton, CA in US and Pune, in India.

    The name Calfus finds its roots and ethos in the Olympic motto – Citius, Altius, Fortius which means faster, higher, stronger. Calfus seeks to inspire the human spirit to rise faster, higher, stronger, and work together with others to find and explore new heights.

    Position Overview:


    •Seeking a skilled AI/ML Engineer with expertise in NLP, Machine Learning, and Data Analytics with exposure to LLM app development.


    •Strong communication skills and the ability to work independently are essential, along with experience in Web and API development, preferably in Python and Django frameworks.


    •The ideal candidate will be a quick learner, well-versed in the latest AI/ML and data trends and have a track record of successful project deliveries.


    •Completion of online courses in LLM application development and a strong business acumen are highly desirable.

    Roles & Responsibilities:


    •Manage data collection, cleaning, and preprocessing, along with feature engineering to ensure the data quality and readiness for machine learning tasks.


    •Lead the development and implementation of machine learning algorithms and models for various applications, including Natural Language Processing, Conversational AI, recommender systems, predictive analytics, etc.


    •Train, fine-tune, and optimize complex machine learning models using large datasets.


    •Develop and maintain full-stack software applications that leverage AI/ML, NLP and LLM technologies.


    •Stay up to date on AI and ML developments and apply cutting-edge techniques to solve complex real-world problems.


    •Maintain comprehensive documentation of models, code, and processes.


    •Take complete ownership of tasks and projects from conceptualization to deployment.


    •Adhere to and implement industry best practices in coding, versioning, MLOps, DevOps, and cloud platform management.


    •Mentor and guide junior team members.

    Experience required:

    10+ years of blended experience in Software Engineering and AI/ML fields.

    Minimum of 5 years dedicated to specialized work in AI/ML, particularly in NLP.

    Education:


    •Bachelor's/Master's/Ph.D. in Computer Science, Mathematics/Statistics, or related field.


    •Completion of advanced or Postgraduate training in Machine Learning and Artificial

    Required Skills:


    •Proven track record of developing and implementing complex machine learning algorithms and models.


    •Extensive experience with data preprocessing, Exploratory Data Analysis (EDA), feature engineering, and model evaluation.


    •Comprehensive understanding of machine learning and deep learning algorithms.


    •Specialization in Natural Language Processing, including areas such as Transformers, HuggingFace, etc..


    •Skilled in Python and popular machine learning libraries like TensorFlow/Keras, PyTorch, and Scikit-learn.


    •Advanced knowledge in crafting LLM applications through techniques like Prompt Engineering, Retrieval Augmented Generation (RAG) and fine-tuning of LLM foundational models.


    •Experience in developing Chatbot and Conversational AI solutions.


    •Practical experience with both RDBMS and No-SQL databases, proficient in any SQL dialect.


    •Solid grounding in Mathematics, Probability, and Statistics that underpin Machine Learning and Deep Learning.


    •Exceptional problem-solving and analytical skills.


    •Effective communication and people skills.


    •Capability to operate independently and assume full responsibility for tasks.


    •Experience in guiding junior team members.


    •Sufficient understanding of MLOps, DevOps, and cloud AI platforms like AWS SageMaker, Azure ML, or Google VertexAI.

    Desired Skills:


    •Extensive experience with natural language processing (NLP) for text analysis.


    •Expertise in computer vision for image and video analysis.


    •Strong knowledge of statistical analysis.


    •Advanced data visualization skills.

    What We Offer:


    •Competitive salary and benefits.


    •Collaborative and intellectually stimulating work environment.


    •Opportunity to work on cutting-edge technologies and projects.


    •Mentorship and growth opportunities

    Calfus Inc. is an Equal Opportunity Employer.

    That means we do not discriminate against any applicant for employment, or any employee because of age, color, sex, disability, national origin, race, religion, or veteran status. All employment is decided based on qualifications, merit and business need.

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