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Propose Architecture for Marathi language based IPA ( Voice assistance app )

₹750-1250 INR / hour

Avslutat
Publicerad ungefär ett år sedan

₹750-1250 INR / hour

I want to create farmers app which will be used by many farmers in Maharashtra. They speak Marathi. App is expected to be used by 1 millions farmers in Maharashtra. I will be kind of voice assistance chatbot which will ask couple of quesitons to the farmers on daily basic about farming. Like what he is going to do today, what seeds he is going plant, what fertilizer he is going to use, how much amount of seeds he is going to plant. Basically his daily details about farming schedule. So that we get idea what farmer is doing and what will be the expected date of getting crops ready. Also we get idea about quality of crop from type of seeds and fertilizer he has used. So that will give us idea about when crop will be ready and how much production we will have. That way we can connect the production with customer to feel suppy chain gap. I want to create robust, scalable, secure architecture for this application. I already have idea about tech stack required at good extenese. But getting someone having extensive experience in building architecture will be helpful. Rough technology flow is here - 1. The user interacts with the app through their mobile device, using the Marathi language for voice input. 2. The voice input is sent to a speech-to-text service, such as Google's Speech-to-Text API, which converts the speech to text in Marathi. 3. The text is then sent to a natural language processing (NLP) service, such as Google Cloud Natural Language API, which is used to extract relevant information such as seed and fertilizer names. 4. The extracted data is then sent to a NoSQL database, such as MongoDB or Cassandra, for storage. 5. The backend is built on a serverless architecture, such as AWS Lambda or Google Cloud Functions. These functions are triggered by the user's interactions with the app and handle tasks such as speech-to-text conversion, NLP, and data storage. 6. The entire system is hosted on a cloud platform like AWS or Google Cloud, which allows for scalability and cost-effectiveness. Can you propose an architecture for this kind of app. This work can be long-term. And if you are good I can keep taking your help on regular basis.
Project ID: 35854080

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4 anbud
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Senaste aktivitet ett år sedan

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I am writing to express my interest in your project. My proposed architecture for the farmers app includes the following components: Mobile App: The front-end of the app will be built on a mobile platform such as iOS or Android. It will provide a user interface in Marathi for farmers to interact with the app through voice input. Speech-to-Text: The mobile app will use a speech-to-text service, such as Google's Speech-to-Text API, to convert the farmers' speech to text in Marathi. NLP: The text from the speech-to-text service will be sent to an NLP service, such as Google Cloud Natural Language API, to extract relevant information such as seed and fertilizer names. Data Storage: The extracted data will be stored in a NoSQL database, such as MongoDB or Cassandra. This will allow for easy scalability and data retrieval. Backend: The backend of the app will be built on a serverless architecture, such as AWS Lambda or Google Cloud Functions. These functions will be triggered by the user's interactions with the app and will handle tasks such as speech-to-text conversion, NLP, and data storage. Cloud Platform: The entire system will be hosted on a cloud platform such as AWS or Google Cloud, which allows for scalability, cost-effectiveness, and easy integration of other services. I would welcome the opportunity to discuss this opportunity further and provide any additional information you may need. Thank you. Sincerely, Arham
₹1 000 INR Om 40 dagar
5,0 (1 omdöme)
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Hi, I can easily do this.I see that your requirement is to build an app for Marathi farmers where app asks about their needs and agriculture and takes their replies. I can clearly help you with ML Part as I am well proficient in ml algorithms and their deployment. I can also help you with mongodb and deployment over cloud platform. We can discuss more in chat. Looking forward for reply from you. :) Why me? Below is my work experience: Experienced ML Engineer with more than 5 years of experience in the field, skilled in machine learning concepts and tools, with a focus on Developing, training, testing and deploying ML models in a production environment. Strong proficiency in cloud platforms such as Azure and containerisation technologies like Docker and Kubernetes. Proven track record of successfully implementing CI/CD pipeline, monitoring and maintaining deployed models, and working collaboratively with cross-functional teams. Strong analytical, problem-solving, and communication skills. Strong ability to work under tight deadlines and independently manage multiple projects at once.
₹2 000 INR Om 25 dagar
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Om kunden

Flagga för INDIA
abad, India
4,8
39
Verifierad betalningsmetod
Medlem sedan juni 26, 2018

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