18
5
Data Scientist
Pakistan
1 year of experience
Hello there! I'm Faraz, I recently completed my graduation. Here I'm learning the new advances in the AI world by experimenting and implementing them in different hackathons with amazing teams across the globe.
Evernote is used by 250 million people worldwide to collect ideas, document meetings, and much more. It runs as a local application or in the cloud and has preceded comparable applications by the big tech companies. Once the note collection has grown over the years, it can become cumbersome to keep an overview and refer to past notes. Large language models offer help to improve search functions and build knowledge from old notes. With the dawn of open-source large language models such as Falcon by the Technology Innovation Institute, new possibilities have been opened. Since these models can be run on less powerful customer hardware, private Evernote data can now be processed, preserving privacy.
ResearchWriterGPT: An Advanced Multimodal Research Paper Writing Assistant" is an innovative project designed to revolutionize academic writing. It combines the language and vision capabilities of GPT-4 with Clarifai's advanced AI tools to assist in drafting research papers. The tool is adept at processing both textual and visual data, ensuring comprehensive coverage from abstract creation to conclusion formulation, all in APA format. The project stands out for its integration of multimodal capabilities, including image and chart scanning, and analysis. It provides direct access to prominent academic databases like Google Scholar and Arxiv, streamlining the literature review process by aggregating and filtering relevant information. Furthermore, the tool enhances user experience by supporting interactive dialogues, including audio interaction, and allows for PDF analysis and conversion. Its innovative GPT-4 Vision feature broadens the application scope by enabling detailed image analysis, including reading texts and interpreting charts from various sources like research photos and medical images. In addition, the integration of Retrieval-Augmented Generation (RAG) with Clarifai creates a vast knowledge base, processing over 1.7 million STEM articles from ArXiv for quick, contextually relevant responses. This system not only supports efficient document management but also advances AI interaction for academic research. The technology backbone of ResearchWriterGPT includes GPT-4 Turbo for text generation, GPT-4 Vision for image processing, DALL-E API for image generation, and Clarifaiโs RAG system for enriched data handling. Future expansions envision incorporating advanced Clarifai models for face sentiment analysis and object detection, predictive bibliography features, and comprehensive writing support covering all aspects of a research paper.
Interactive Language Adventures: Dive into real-life scenarios, embark on quests, and engage in dialogues that mimic everyday situations. From ordering coffee in a bustling cafรฉ to exploring cultural landmarks, our interactive adventures make language learning exciting and practical. Cultural Exploration: Language is deeply intertwined with culture. Our platform not only teaches you words and phrases but also immerses you in the rich tapestry of traditions, customs, and histories. Discover the world through the lens of language. Personalized Learning: Every learner is unique. Our AI-powered platform adapts to your pace, learning style, and proficiency level. Whether youโre a beginner or an advanced learner, Speakjourney tailors its lessons to meet your needs, ensuring a personalized and effective learning experience. Real Connections: Learning a language is about connecting with people. Through our platform, you can interact with native speakers, fellow learners, and language enthusiasts. Forge friendships, practice conversations, and expand your global network