ajay-sreeram Goto Github PK

I work on Natural Language Processing and language agnostic Full Stack development.

𝗡𝗟𝗣 / 𝗡𝗟𝗨 & 𝗡𝗟𝗚:

• Chatbots, Conversational agents, user simulation, natural language understanding
• Entity recognition, Intent classification, conversation similarity match
• Question answering, next words prediction, question generation and validation
• Contextual embeddings, deep neural networks and language models
• Natural language interactions with databases, natural language search on images
• Text classification, clustering and topic extraction
• Search, recommendation engines

𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁:

• Mobile app for Bluetooth Mesh starting from provisioning till controlling.
• Chrome app for mac packet validation and circuit board communication.
• Python based website crawler and java script based dot file visualiser.
• Java modules to trigger reports to managers and sending bulk sms to publish offers.

𝗛𝗮𝗰𝗸𝗮𝘁𝗵𝗼𝗻 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀:

• NeuroKit: Enterprise level vector search framework. (Winner)
• Neural presentation: add/modify elements in slides by processing the brain neural signals (Runner-up)
• RaspberryPi robot to monitor guests entering stores, for Covid-19 safety. (Winner)
• Flutter app for in-store cart checkout, live commerce feature and a dashboard to engage those orders.
• Important phrases extraction from product reviews. (Runner-up)
• In car voice bot for basic enquiries about near by target stores. (Winner)
• Predicting the road accident over a period of time at particular location. (Runner-up)
• Converting handwritten wireframes to UI code. (Winner)
• Voice bot to build a customised static website. (Winner)
• Restaurant app to order food and track from the table. (Runner-up)

𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀:

• Live agent dashboard with smart recomendations, automatic tagging, conversational analysis.
• Image caption mapping for multiple tasks including image based document search.
• Converting natural language sentence to an interpretable json.
• Converting sql query into a natural language sentence.
• Generating dance steps for a given music in specified style.
• Natural language based visual analytic dashboard.
• Weekend projects:
  • A voice bot that can see, listen, talk, learn and understand.
  • Created an Augmented reality mobile app to bring Lord Ganesha to home.
  • Kids drawing app to show correctness and mistakes in their sketch.
  • A webpage and a telegram bot to do anonymous chit-chat with popular gpt-2 model.
  • Mobile app to chat and listen to music in sync.
  • Chrome extension to get qr code of opened webpage.
  • Image processing based gesture controls to a popular vr game on browser.
  • Pomodoro app for time management, with notes and alert notifications.
  • Chrome extension to mark highlights in page for further references.
  • Digital slam book with options to request and write for others.
  • Online platform to find study materials, books and novels
  • Android app to draw tri colors on selfies.