ajay-sreeram,ajay,ajay_sreeram,github

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.

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