Hey there! 👋 I'm Priyanshu, an engineer on my quest to becoming a polymath. Discover some of my personal projects, experiences and interests below:)
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Featured Projects
Practical Manifestations of Imagination
Check out some of my recent projects below, exploring my interests & learnings in the intersection of code and design. I'll be adding my new (as well as older/updated) projects here as soon as I can :)
RLHF based Autonomous Navigation & Robotic Augmentation
- Researched and developed a RLHF based autonomous navigation system for a simulated mobile robot using ROS2
- Implemented TD3 Policy Gradient algorithm for navigation and a reinforcement learning framework to optimize robot behavior
- Generated a dense point cloud scan using a 3D LiDAR scanner and Cloud Compare for mapping and localization
Work / Research Experience
Journey So Far
Find out more about my recent work and research experiences
- Developed a data access and analytics pipeline using SAP BW/4HANA and AWS RDS, reducing data processing time by 40%
- Implemented real-time dashboards with SAP Appgyver, enabling data-driven decision making for senior management
- Optimized database queries, resulting in a 30% improvement in overall system performance
- Designed and implemented a novel GAN architecture for 3D shape reconstruction from single images, achieving a 25% improvement in accuracy over baseline models
- Developed a custom loss function that enhanced the model's ability to capture fine-grained details, leading to more realistic 3D reconstructions
- Utilized PyTorch and TensorFlow to train and optimize the model on a dataset of 100,000+ 3D shapes
- Conducted in-depth analysis of higher education trends across 100+ universities in 10+ countries, identifying key areas for improvement in UAE's education sector
- Developed a comprehensive report with data-driven recommendations, leading to the implementation of 3 new government initiatives
- Created interactive data visualizations using Python and Tableau, enhancing stakeholder understanding of complex educational metrics
- Analyzed market trends and startup ecosystems across 10 countries, contributing to the selection of 24 high-potential startups for the accelerator program
- Developed a machine learning model to predict startup success rates, achieving 80% accuracy in identifying promising ventures
- Created comprehensive reports on global entrepreneurial activities, directly informing investment decisions for venture capital partners
- Developed a data access and analytics pipeline using SAP BW/4HANA and AWS RDS, reducing data processing time by 40%
- Implemented real-time dashboards with SAP Appgyver, enabling data-driven decision making for senior management
- Optimized database queries, resulting in a 30% improvement in overall system performance
- Designed and implemented a novel GAN architecture for 3D shape reconstruction from single images, achieving a 25% improvement in accuracy over baseline models
- Developed a custom loss function that enhanced the model's ability to capture fine-grained details, leading to more realistic 3D reconstructions
- Utilized PyTorch and TensorFlow to train and optimize the model on a dataset of 100,000+ 3D shapes
- Conducted in-depth analysis of higher education trends across 100+ universities in 10+ countries, identifying key areas for improvement in UAE's education sector
- Developed a comprehensive report with data-driven recommendations, leading to the implementation of 3 new government initiatives
- Created interactive data visualizations using Python and Tableau, enhancing stakeholder understanding of complex educational metrics
- Analyzed market trends and startup ecosystems across 10 countries, contributing to the selection of 24 high-potential startups for the accelerator program
- Developed a machine learning model to predict startup success rates, achieving 80% accuracy in identifying promising ventures
- Created comprehensive reports on global entrepreneurial activities, directly informing investment decisions for venture capital partners
About Me
A Glimpse into My World
As an engineer passionate about becoming a polymath and exploring the intersection of technology, design, creativity, and innovation, my journey has taken me across a wide variety of fields. From visualizing and analyzing multi-modal data to researching reinforcement learning for autonomous navigation and robotic augmentation, from designing a digital representation of teh future of art-books to composing music for ensembles, and from building hackathon digiatl projects to analyzing startup models, I've explored a wide ariety of subjects, learning at every step of my journey.
Beyond the digital realm, I'm also very interested in exploring engaging experiences on the web, photography, writing and producing music, serving as my alternate perspective driving my passions and projects.
I hope you find something interesting or cool here, and I'd love to hear from you!
Check Out my Blog
Priyanshu Mishra
Creative Portfolio
Explore my creative work, including photography 📷 and music production 🎸. (Coming Soon! 🤞)
Toolbox
My Toolbox of most commonly used Technologies, Frameworks, Languages, and Software.
Beyond the Code
Explore my interests and hobbies beyond the digital realm :)
Let's create something amazing together!
Whether you have a question, an idea to build something cool, or just want to say hi, my inbox is always open!