AI Software Engineering | Edge Computing | Vision & Voice Stream Processing |Information Extraction | Entity Extraction and Entity Linking• Engineered a high-performance vision pipeline on edge devices using NVIDIA DeepStream and TensorRT, boosting performance from 3 fps to 74 fps through architecture redesign, model pruning, and GPU optimization; fine-tuned AI models for object detection, action recognition, and image retrieval on private datasets for custom applications.•… Show more AI Software Engineering | Edge Computing | Vision & Voice Stream Processing |Information Extraction | Entity Extraction and Entity Linking• Engineered a high-performance vision pipeline on edge devices using NVIDIA DeepStream and TensorRT, boosting performance from 3 fps to 74 fps through architecture redesign, model pruning, and GPU optimization; fine-tuned AI models for object detection, action recognition, and image retrieval on private datasets for custom applications.• Implemented AI-driven video recording and image capture systems on edge devices, enabling real-time analytics and event recording.• Developed an audio stream processing pipeline with speaker recognition and speech-to-text capabilities, integrating edge and server-based solutions to authenticate user commands and verify identities in smart door access control systems. Show less

Migration from Dialogflow to Rasa | Cost Optimization | Scalability Enhancement | Visual-GPT• collaborate in successfully migrate the chatbot from Dialogflow to Rasa, resulting in improved capabilities and a remarkable cost savings of over 95% on service-serving expenses.• Implemented a queue mechanism using Rasa, Python, Bert, and RabbitMQ to scale the project, enabling it to handle 6x more requests per core.• Leveraged Visual-GPT –langchain powered by GPT3 LLM to enhance the… Show more Migration from Dialogflow to Rasa | Cost Optimization | Scalability Enhancement | Visual-GPT• collaborate in successfully migrate the chatbot from Dialogflow to Rasa, resulting in improved capabilities and a remarkable cost savings of over 95% on service-serving expenses.• Implemented a queue mechanism using Rasa, Python, Bert, and RabbitMQ to scale the project, enabling it to handle 6x more requests per core.• Leveraged Visual-GPT –langchain powered by GPT3 LLM to enhance the bot's capabilities. Show less

Chatbot Development | ASR Enhancement | Dialog Systems | model finetuning• Developed various chatbots (voice/text assistants, QA systems, retrieval-based systems) for the insurance industry, assessing feasibility and reliability.• Set up and enhanced an ASR model for voice-to-text conversion, focusing on dialog system performance.• Conducted comprehensive evaluations of prototypes for production readiness, including load, flow, unit, and integration testing.• Engaged in… Show more Chatbot Development | ASR Enhancement | Dialog Systems | model finetuning• Developed various chatbots (voice/text assistants, QA systems, retrieval-based systems) for the insurance industry, assessing feasibility and reliability.• Set up and enhanced an ASR model for voice-to-text conversion, focusing on dialog system performance.• Conducted comprehensive evaluations of prototypes for production readiness, including load, flow, unit, and integration testing.• Engaged in R&D for dialog systems, employing text retrieval systems with langchain and the ChatGPT API. Show less

(Civilian Service)Working as an expert in the electrical engineering department of Iran National Standard Organization. I were in charge of checking the test result of electronics products in order to assure that they meet the required quality in accordance with the standard.

The hands-on, real-world job with large amounts of data to handle. As a team member, work on AI-based services for users who want to promote their Instagram page.• Design Hashtag Recommender• Different EDA on Instagram users