Peter Skvarenina
Verified Expert in Engineering
Artificial Intelligence Developer
Peter是一个精力充沛的开发人员,他正在寻找他可以帮助发展的令人兴奋的项目. 他有在大公司和初创公司工作的经验, having worked for some of the best tech companies, like JetBrains, Nokia, and SUN, 并为他们所在领域的许多一流解决方案做出了贡献. 在完成了计算机科学和机器学习的硕士学位之后, 彼得现在正在斯坦福大学扩展他在深度学习方面的知识, exploring its use to automate cognitive tasks.
Portfolio
Experience
Availability
Preferred Environment
Visual Studio Code (VS Code)
The most amazing...
...project I've developed was Animatron.这是JetBrains旗下的一家儿童公司,大部分算法都是我设计和发明的.
Work Experience
工程咨询副总裁|深度学习顾问
Self-employed
- 参与AWS上的大规模自然语言处理(NLP)文档搜索, replacing ElasticSearch, in collaboration with Amazon Kendra's team.
- Worked on an ML, cloud-based photo and vector editor (CV/NLP), NVidia在SIGGRAPH 2021上展示了谁的功能, 计算机图形学和交互技术的首要会议和展览. (youtu.be/2fddvn16WIw?t=444s).
- 为基于深度学习的视频编辑器提供咨询,带有姿态跟踪风险资本种子原型.
- 处理微观制造缺陷检测系统,在生产中准确率达到97%.
- 利用SLAM点云和语义分割对室内三维空间进行重构.
- 致力于基于云的移动设备欺诈检测管道.
- 为广告提供商开发上下文智能图像内容过滤器.
- 准备一个模仿有执照的名人的电报机器人(GPT-4/LLaMA2, ElevenLabs TTS).
- 开发了一个会说话的人工智能助手,引导用户填写缺失但需要的数据(GPT-4), LangChain, GCP).
- 通过混合搜索(GPT-3)创建了一个问题回答说话头像.5/4, Claude 2, LLaMA 2, Pinecone, ElevenLabs, Azure).
Principal Engineer
JetBrains
- 设计了Animatron动画软件的主要算法.
- 制作了世界上第一个SVG SMIL编辑器,在HackerNews上排名第一.
- 在JetBrains开发者峰会上展示了一项自动驾驶汽车技术.
Senior SW Engineer
Nokia
- 创建了一个类似谷歌地球的3D地球查看器,用于导航, including 3D cities, elevation, points of interest, and shortest path calculation.
- 编制导航数据标准系统-关联的三维高程部分.org.
- Co-designed the internal Nokia cloud, using Hadoop and Voldemort, while attending Navteq architecture summits.
- 荣获2010年特别成就奖.
Senior SW Engineer | Technical Lead
Sun Microsystems
- 致力于JMS网格的低级集群和事务协议, 一种主要用于金融领域的企业消息传递系统.
- 通过及时解决客户问题,节省了超过1亿美元的损失.
- 2007年因采用、参与社区和客户服务而获奖.
Experience
Self-driving Car | Waypoint Navigation
http://github.com/EuROS-SDC17/Waypoint_NavigationDemo available at:
www.youtube.com/watch?v=fQ-2ds-aInU
As-Rigid-As-Possible Shape Manipulation
http://github.com/squared9/Animation/tree/master/As_Rigid_As_Possible_Shape_ManipulationSemantic Segmentation for Road Detection
http://github.com/squared9/Self-driving-Car/tree/master/Semantic_Segmentation适应或失败:三个变压器适配器的故事
Analyzing and Mitigating Dataset Artifacts
Skills
Languages
Java, Python, JavaScript, C++, C#, TypeScript, R
Frameworks
Flask, Hadoop
Libraries/APIs
JMS、PyTorch、TensorFlow、Keras、Pandas、OpenCV、Scikit-learn、WebGL
Paradigms
异常检测,应用程序开发,分布式计算,数据科学
Platforms
Amazon Web Services (AWS)、Amazon、Azure、Visual Studio Code (VS Code)
Other
Deep Learning, Machine Learning, Robotics, Cloud, Natural Language Processing (NLP), Computer Vision, Artificial Intelligence (AI), Large Language Models (LLMs), OCR, AI Programming, APIs, Image Processing, Generative Artificial Intelligence (GenAI), Chatbots, Web Development, Linear Regression, Language Models, BERT, Generative Adversarial Networks (GANs), Chatbot Conversation Design, Text to Image, GPT, Generative Pre-trained Transformers (GPT), Artificial General Intelligence (AGI), OpenAI GPT-3 API, Generative Pre-trained Transformer 3 (GPT-3), Full-stack Development, Fine-tuning, Data Scientist, System Design, Image Recognition, Text Recognition, Convolutional Neural Networks (CNN), Image Analysis, Architecture, Neural Networks, Facial Recognition, Data Loading, Variational Autoencoders, Deep Neural Networks, Full-stack, Digitization, Analytics, OpenAI API, Text to Task, LangChain, Chatbot, Retrieval-augmented Generation (RAG), Innovation, Stable Diffusion, Natural Language Understanding (NLU), Reinforcement Learning, Financial Forecasting, Image Generation, Hugging Face, Generative Design, Augmented Reality (AR), Object Detection, GPT-4, Data Extraction, Data Engineering, ChatGPT, OpenAI GPT-4 API, CTO, Machine Learning Operations (MLOps), Speech Recognition, Entrepreneurship, Leadership, Finance, Distributed Systems, Robot Operating System (ROS), Natural Language Queries, Transformers, GPU Computing, PDF, Text to Video, Scraping
Storage
PostgreSQL, Data Pipelines
Tools
LaTeX
Education
Diploma in Artificial Intelligence
Stanford University - Stanford, CA, USA
Master's Degree in Business Administration (MBA)
美国伊利诺伊大学厄巴纳-香槟分校
Master's Degree in Computer Science
Georgia Institute of Technology - Atlanta, GA, USA
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