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Knowledge in NLP frameworks like NLTK. ● Strong understanding of linear algebra, optimization, probability, statistics. ● Experience in the data science methodology from exploratory data analysis, feature engineering, model selection, deployment of the model at scale and model evaluation. ● Knowledge of various Machine Learning Algorithms such as Supervised, Unsupervised, Reinforcement learning algorithms. ● Should know the various data pre‑processing techniques and its impact on algorithm's accuracy, precision, and recall. ● Good understanding of Deep Learning i.e Convolutional Neural Nets (CNN), Recursive Neural Nets (RNN) Long Short Term Memory (LSTM) ● Worked on conversation/dialogue system in NLP area ● Knowledge and experience of at least one bot framework or API like Dialogflow, ChatterOn, Botpress, Azure bot or any other bot API ● Practical knowledge of formal syntax, formal semantics, corpus analysis, dialogue management Understanding morphology, lexicology, phonetics, pragmatics, automated speech analysis, and synthesis ● English communication skills required, mainly written but verbal English will be highly valued ● Experience in developing applications for messengers and mobile devices ● Experience with Python Web Framework (Django) ● Experience of any of the machine learning framework Tensorflow/Theano/Pytorch ● Should have good knowledge of distributed deep learning systems ● Experience in deploying production level deep learning system ● Good knowledge of hyperparameter tuning in machine learning architecture ● Any live project related to deep learning architecture is good to have.
About Leena AI Leena AI has been founded by IIT Delhi Alumnus and Senior Industry Veterans with the mantra to “Improve Employee Experience through Intelligent Conversations.”. Leena AI is making workplaces better by serving its customers with one of a kind enterprise HR Chatbot experience. Leena AI has raised $2Mn from top Silicon Valley investors like YCombinator, Elad Gil, Snapdeal Co-Founders & has partners like Oracle, Workplace by Facebook. Leena is being used by over 150,000 employees globally in companies like Coca-Cola, Vedanta Resources, Pidilite, Marico, Axis Bank, etc. Leena AI provides an end to end Chatbot to better the employee/candidate experience & productivity using our capabilities in HR Chatbot. This solution ensures reduction in query handling time for HR & improves employee experience. Apart from this we also have out of the box modules which take care of real-time status updates for employee queries about Workday, improve employee On-boarding and exit process along with simplifying employee-manager’s self-service process in the organization. We enable out of the box integration with Workday, Microsoft AD, Kronos and SharePoint for providing a superior experience to employees over the Chatbot. Leena AI offers you an exciting and challenging environment in which you can grow and thrive. We are offering you roles in which you will be fundamentally impacting the success of the company. At Leena AI, we are looking for people who are concerned about the innovation at all times. We value creativity, hard work, initiative and radical ideas. Role We are looking for a passionate front-end developer who is proficient with React.js. You will be involved from conception to completion with projects that are technologically sound and aesthetically impressive. Your primary focus will be on developing user interface components around our chatbot platform. You will ensure that these components and the overall application are robust and easy to maintain. You will coordinate with the rest of the team working on different layers of the infrastructure. Therefore, a commitment to collaborative problem solving, sophisticated design, and quality product is important. Responsibilities • Developing new user-facing features using React.js • Building reusable components and front-end libraries for future use • Translating designs and wireframes into high quality and pixel perfect code • Optimizing components for maximum performance across a vast array of web-capable devices and browsers Skills • Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model • Thorough understanding of React.js and its core principles • Experience with popular React.js workflows (Redux) • Familiarity with newer specifications of EcmaScript is a plus • Familiarity with RESTful APIs • Knowledge of modern authorization mechanisms, such as JSON Web Token • Familiarity with modern front-end build pipelines and tools • Experience with common front-end development tools such as Babel, Webpack, NPM, etc. • Ability to understand business requirements and translate them into technical requirements • A knack for benchmarking and optimization
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