Technical Architect

2 weeks ago

Navi Mumbai, India Novac Technology Solutions Full time

Bachelor's / Master’s Degree with an experience 3 - 7 years in technology architecture, designing, developing and implementing customized IT solutions on AI / ML systems.


Job Location: Mahape, Navi Mumbai.


  • Develop and implement AI and ML algorithms and models.
  • Develop complex software products using Python, Machine learning, AI Algorithms, Deep learning
  • Conduct research and experimentation to improve AI algorithms and techniques.
  • Ability to prepare and evaluate data such as data cleaning, feature engineering, and data transformation.
  • Ability to ensure performance, accuracy, and reliability requirements. This includes unit testing, integration testing, and evaluating models using validation and test datasets.
  • Ability to build model pipeline and choose appropriate model.
  • Train ML systems and models as and when necessary.
  • Collaborate with cross-functional teams to define and develop AI solutions
  • Develop Machine Learning apps according to customer / client requirements.
  • Incorporate knowledge of Large Language Models (LLM) to enhance Natural Language Processing capabilities in ML applications.
  • Building Generative AI LLMs to create smarter apps.
  • Participate in the entire AI development lifecycle from ideation to deployment and maintenance.


Key Requirements:


  • Real work expertise in AI, ML and LLM
  • Advance Python with File I/O, Multithreading, NLP, LLM, AI programming.
  • Ability to build Rest API (FastAPI / django).
  • Advanced Math and Statistics skills (linear algebra, calculus, Bayesian statistics, mean, median, variance, etc.) Robust data modelling and data architecture skills.
  • Programming experience in Python, R, LISP, etc.
  • Experience in working with ML frameworks like TensorFlow, PyTorch and Keras.
  • Experience in working with various ML libraries and packages like Scikit learn, Scipy, Theano, Tensorflow, Matplotlib / Seaborn , Caffe, etc.
  • Experience in working with Image processing, computer vision is a must.
  • Experience in developing AI models for specific domains such as neural network, computer vision, natural language processing, or robotics

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