Karan Vyas Email and Phone Number
From a young age, technology fascinated me. I remember the first time I saw a computer being assembled at my Dad's shop. Watching the hard disk and CD drive being wired up and seeing the operating system come to life was like magic. This early spark led me to build my first personalized PC at just 8 years old, diving into coding with a passion for problem-solving and logic.Sports were also a huge part of my life - I excelled in cricket, chess, and badminton, winning medals and enjoying the thrill of competition. But technology had a different kind of pull. Pursuing a Bachelor’s degree in Computer Engineering introduced me to the world of Machine Learning (ML), Artificial Intelligence (AI), and Data Science. The way data could be used to tackle complex challenges intrigued me, and I was eager to dive in.My path took a significant turn when I joined Decartem as an intern, where I learned a lot about data integration and statistical analysis. Then, the COVID-19 pandemic brought a new opportunity at BYJU’S, India’s largest EdTech company. I started as a Business Development Associate but quickly transitioned into a Data Scientist role, optimizing ML models and data pipelines to drive efficiency and save costs.Eager to expand my knowledge, I pursued a Master’s in AI at Boston University. There, I became an AI Researcher at BIT Lab, developing a multi-agent LLM framework and integrating advanced research tools. At iD Tech (MIT), I also worked closely with NVIDIA, enhancing AI curricula and research, which was an incredible learning experience.What really excites me now is collaborating with others in the tech community. I’m passionate about learning and growing together, and I’m always eager to connect with like-minded individuals to explore new technologies and solutions. My journey from sports to tech has been a thrilling ride, and I’m looking forward to what comes next in this ever-evolving field.
Id Tech
View- Website:
- idtechproducts.com
- Employees:
- 155
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Ai ResearcherBit Labs Feb 2024 - Present• Engineered a cutting-edge multi-agent large language model (LLM) framework utilizing Crew AI, Ollama - Llama3:8b, and LM Studio, strategically distributing workloads across up to 3 GPUs, leading to a 40% boost in literature review processing efficiency• Integrated advanced research tools such as Arxiv, Semantic Scholar, SSRN, and Faiss database into the framework, alongside Crew AI and Lang Chain tools, enhancing the accuracy and relevance of sourced academic papers by 45%• Optimized multi-GPU utilization and agent interactions, leveraging detailed logs and precise configurations, to streamline parallel processing and reduce literature review completion time by 55%, significantly improving the overall research workflow
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Ai/Ml Researcher And Lead InstructorId Tech May 2023 - Present• Collaborated closely with NVIDIA as a Coordinator, spearheading the integration of NVIDIA's latest tools and research into the curriculum, ensuring students had access to industry-leading resources and techniques, and driving a 30% increase in the adoption of NVIDIA technology in academic projects• Designed and implemented a cutting-edge curriculum for AI/ML and Statistics courses, incorporating NVIDIA's state-of-the-art research in Computer Vision, which empowered students to execute complex neural networks concurrently, resulting in a 40% improvement in image classification, object detection, and segmentation task performance• Conducted in-depth research with NVIDIA's Computer Vision team, contributing to the development of impactful course material that bridged theoretical concepts with practical applications, significantly enhancing the relevance and effectiveness of the curriculum -
Data ScientistByju'S Jul 2020 - Aug 2022• Executed advanced machine learning models, including Transformer networks, Gradient-Boosted Decision Trees (GBDT), and Long Short-Term Memory (LSTM) networks, to accurately forecast user engagement on BYJU’S educational app, while implementing innovative NLP solutions such as sentiment analysis, chatbot dialogue state tracking, and customer service automation using frameworks like BERT, GPT, and spaCy, resulting in a 35% improvement in response times, enhanced operational efficiency, and achieving annual cost savings of $28,000• Optimized predictive models and streamlined data pipelines by leveraging Python, SQL, and cloud-based solutions such as AWS Lambda and Google Cloud Dataflow, automating complex data processing tasks, reducing data latency by 25%, and enabling real-time analytics and faster decision-making for the product development team• Collaborated with Sales, IT, and Marketing teams to integrate Python with scikit-learn for machine learning and data visualization, coupled with SQL and R for data analysis and mining, and SAS for advanced statistical modeling, leading to optimized workflows, enhanced system integration, and a 20% boost in overall productivity -
Associate Data ScientistDecartem May 2019 - Jun 2020• Offered brainstorm POCs to simplify data integration processes and reduced data latency from 8 days to 1 day by designing and implementing advanced data integration pipelines using ETL tools, significantly enhancing the timeliness and accuracy of business intelligence across the organization• Drove a 200% increase in online order volumes by developing and executing over 25 A/B tests, automating data collection, and applying sophisticated statistical analysis with Python to optimize key aspects of the digital platform• Analyzed data from 2.4 million monthly active app users, harnessing insights with libraries Matplotlib, Seaborn, Plotly along with Tableau to create informative visualizations guiding marketing and product strategies, resulting in a 2x of average app engagement time, and a 3x rise in social media shares, employing Spark for large-scale data processing, and working with Oracle and SAP for data management
Karan Vyas Skills
Karan Vyas Education Details
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Artificial Intelligence -
9.02 Cgpa
Frequently Asked Questions about Karan Vyas
What company does Karan Vyas work for?
Karan Vyas works for Id Tech
What is Karan Vyas's role at the current company?
Karan Vyas's current role is AI/ML Researcher | Data Scientist | AWS Certified | Achieved Annual Cost Savings of $28,000 by DL Techniques.
What schools did Karan Vyas attend?
Karan Vyas attended Boston University, Pune University.
What skills is Karan Vyas known for?
Karan Vyas has skills like Leadership, Algorithms, Internet Of Things, Cascading Style Sheets, Html, C (Programming Language, Data Structures, Microsoft Office, Java, Database Management System, Big Data, Javascript.
Who are Karan Vyas's colleagues?
Karan Vyas's colleagues are Zheng Zhou, Chien Scott, Chih-Fan Su, Zhiyuan Wang, Alvin Yeung, Jiping Niu, Lea Anderson.
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Karan Vyas
Toronto, On -
Karan Vyas
Power Bi Developer | Data Analytics | Power Bi | Dax | Advanced Sql | Advanced Excel | Snowflake | Etl | Data Warehousing | Data Modeling | Data Migration | Python | Microsoft Data Analyst Power Bi CertifiedPune -
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Karan Vyas
Dubai, United Arab Emirates -
Karan Vyas
Mumbai
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