"By far, the greatest danger of Artificial Intelligence is that people conclude too early that they understand it."
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Hey, my name is Ayush Gupta and I'm a Lead Data Scientist with of professional expertise spanning artificial intelligence, data science, and quality assurance, I possess a unique blend of technical prowess and a meticulous eye for detail. My journey commenced with potential years immersed in the realm of AI, honing my skills in developing cutting-edge software solutions that harness the power of advanced algorithms and models. Simultaneously, I dedicated the remaining years to quality assurance, where I excelled in meticulously testing and verifying software functionality, ensuring an exceptional user experience.
Through my data science and analytical proficiency, I have consistently contributed to the development and implementation of innovative AI algorithms and models, driving business growth and exceeding client expectations. My strong background in quality assurance has enabled me to relentlessly pursue excellence, ensuring that each product or solution meets the highest standards of reliability and efficiency.
Throughout my career, I have cultivated a passion for learning and a commitment to delivering outstanding results. I am a valuable asset for companies seeking to integrate AI solutions seamlessly while maintaining exceptional product quality. My diverse skill set and adaptability position me as an ideal candidate for organizations operating at the forefront of technological advancements.
Professional Experience
Knowledge Expertise
Artificial Intelligence
Large Language Models
Advance NLP
Deep Learning
GenAI
AI-powered Voice Capabilitie
Motion Capture and Animation
3D Model Generation and ENV
Agile Management Tools
Research & Development
Model Deploymentt & Fine Tuning
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65%
85%
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My Projects
Project : Personalized Chatbot (AvatarChat)
Avatarchat is a web-based real-time service designed to interact with users and assist them with their queries and troubleshooting needs. It leverages advanced AI capabilities to provide personalized problem-solving solutions while expressing emotions through a character interface, creating a human-like conversational experience.
At its core, Avatarchat combines predefined content with natural language generation powered by GPT-4, enabling it to understand and respond to general questions effectively. However, its true strength lies in its ability to tailor its responses and problem-solving approaches to individual users, offering a personalized and engaging experience.
The character interface plays a crucial role in Avatarchat, as it seamlessly blends AI-driven emotional expressions with the delivery of solutions, fostering a sense of familiarity and rapport with the user. This unique combination of AI problem-solving, natural language understanding, and expressive character interactions sets Avatarchat apart as a innovative and user-friendly virtual assistant.
LIVE URL : https://xana.net/avatarchat/en/
Project : Genesis
XANA Genesis is an AI-powered system that adapts to individual users through continuous interaction. Initially, it responds in a default manner, but as the user engages with it, the system's intelligence level increases, tailoring its responses to the user's interests, much like a close friend.
At its core is a state-of-the-art AI engine that drives this personalized experience. Users can seek guidance on general life aspects or receive professional tips in specific fields, making XANA Genesis a versatile assistant.
What sets XANA Genesis apart is its unique blend of AI-powered intelligence, communication modes, and AI-based character animations. These features elevate the user experience, creating a dynamic and engaging platform that evolves with each interaction, making it a truly remarkable AI system.
LIVE URL : https://xana.net/ai-chat
Project : AI Based NPC (Non Playable Controller)
The core workflow revolves around implementing and optimizing the newly integrated AI-NPC code to create natural responses based on user prompts and conduct behavior analysis. A crucial aspect is building and managing a server-side database to store AI-NPC generated results corresponding to unique User IDs and their prompts.
Ensuring the AI-NPC operates efficiently while serving multiple users simultaneously is critical. To make it universally accessible, enabling multilingual support, specifically in Japanese and English, is an integral part of the workflow to cater to a diverse user base.
The key components include AI-NPC code optimization for natural responses and behavior analysis, a database for storing user-specific results, efficient multi-user handling, and multilingual support for Japanese and English to expand accessibility.
LIVE URL : https://xana.net/app
Project : GenAI for Text, Image and Video
Our approach involves leveraging Generative AI (GenAI) for various media creation tasks. For text generation and summarization, we employ advanced language models and techniques. Concurrently, we harness the power of cutting-edge image generation tools such as Stable Diffusion, Midjourney, and Leobardo.AI, enabling us to create visually compelling and diverse imagery.
When it comes to video generation, we have adopted the ComfyUI approach, which seamlessly integrates with the Stable Diffusion ecosystem, allowing us to generate dynamic and engaging video content. This integration of GenAI technologies across multiple domains enables us to produce a wide range of multimedia content, from textual narratives and summaries to visually captivating images and videos.
By combining these state-of-the-art GenAI tools and techniques, we offer a comprehensive and innovative solution for content creation, catering to the diverse needs of our users and pushing the boundaries of what is possible in the realm of generative media.
Project : Motion Capture and Animation
The workflow incorporates advanced AI-powered motion capture and animation techniques to create lifelike character movements. Leveraging cutting-edge tools like DeepMotion.AI, Dollar Mocap, and Blender, the system captures and processes real-world human motion data, translating it into realistic 3D character animations.
This animation pipeline seamlessly integrates with the AI-NPC engine, enabling the creation of expressive and natural character movements that correspond to the generated dialogue and behaviors. The motion capture process ensures accurate representation of body mechanics, while AI algorithms intelligently analyze and refine the captured data, resulting in high-quality, lifelike animations.
By combining AI-powered motion capture, animation, and natural language processing, the system delivers an immersive and engaging experience for users, bridging the gap between virtual characters and their real-world counterparts.
Experience Review
Aug'22 - Present
Lead Data Scientist
Company : Noborderz Cooperation , India(Development) , Japan(HQ)
I am having experience of implementing quality assurance of software-based processes and analytical outputs. I have experience of using machine learning or artificial intelligence technologies also have great communication skills, good scripting and programming skills and all managerial skills to manage both team and projects.
Nov'19 - Aug'22
Artificial Intelligence Engineer
Company : Noborderz Cooperation , India(Development) , Japan(HQ)
I am well versed in deriving viable solutions to complex problems.I am working extensively in various projects , modules based Metaverse techniques/platform to increase the usability and accessibility of Virtual environment into real world.I really enjoy being part of a motivated team of smart people.
Nov'18 - Oct'19
Associate Data Scientist
Company : Techrefic Technologies
With my months of experience I am having wisdom in managing data-related solutions.In my role at Techrefic Technologies, I have been afforded the unique opportunity to spearhead a project focused on Python, Machine Learning and Neural Network. This projects has allowed me to drastically expand my predictive analytics and behavior analysis capabilities.I worked extensively with all angles of data science to infer insights and statistics.
Platform Expertise
Education Qualification
2018 - 2019
Certified Data Scientist (Python)
2011 - 2015
Bachelor's degree (Electronics & Communication)
2010 - 2011
High Secondary School
2008 - 2009
Secondary School
Certifications & Rewards
Research Paper
"Review on Student Academic Performance using Machine Learning"
In this article you will find how we can gauge student academic performance with different learning methods and which method is suitable to perform for best results.