Founder and AI Research Scientist
2017 - PRESENTi3ai.org- Founded a state-of-the-art machine learning research organization. He is the lead researcher.
- Utilized novel methods for reinforcement learning and representation learning.
Technologies: Python, PyTorch, AWS, Google Cloud, PandasCTO
2013 - 2017Office Space- Managed software development, web infrastructure, and product.
- Built a sophisticated ETL infrastructure to synthesize data from various semi-structured data sources with my team. The web application provides a listings discovery and communication platform used by more than 100,000 users each month.
- Grew the Office Space listing count by ten times, and leads by 12 times the previous amount.
Technologies: Ruby on Rails, Python, Redis, AWS, PostgreSQL, JavaScript, ReactJSDirector of Technology
2010 - 2011King of the Web- Ran the technology, engineering, and web operations.
- Developed seven releases from prototype to public beta in less than five months.
- Hired and managed an excellent engineering team.
- Contributed to product definition and strategy.
Technologies: Ruby on Rails, PostgreSQL, RedisFounder and CEO
2008 - 2010Aflatune- Oversaw recruiting and managing technical and marketing resources, business development, and investor relations. Aflatune was a music streaming service with development offices in the US and India.
- Aflatune used state-of-the-art machine learning techniques for music recommendations and scalable architecture for the streaming platform.
Technologies: Ruby on Rails, PostgreSQL, CSS, JavaScript, JQuery, Machine LearningSoftware Engineer
2000 - 2008Microsoft, Corp.- Developed products and services such as Internet Explorer, NetDocs, InfoPath, Office, and Windows Live (Bing).
- Invented and developed eight patents.
- Developed software using .NET and C#.
- Interviewed and mentored software engineers.
Technologies: C#
Amol Kelkar
Deep Neural Networks Developer in Redmond, WA, United States
Member since July 9, 2019
Amol is a seasoned technologist with 18 years of experience. He has worked in artificial intelligence, as a computational neuroscience research scientist, as a machine learning engineer, CTO, entrepreneur, vice president of engineering, and product strategist. He has invented eight patents and written two publications in his field. Amol has also founded, and participated in several startups.
Amol is now available for hire
Portfolio
- i3ai.orgPython, PyTorch, AWS, Google Cloud, Pandas
- Office SpaceRuby on Rails, Python, Redis, AWS, PostgreSQL, JavaScript, ReactJS
- King of the WebRuby on Rails, PostgreSQL, Redis
Experience
- PostgreSQL, 12 years
- Python, 6 years
- Deep Neural Networks, 5 years
- Machine Learning, 3 years
- PyTorch, 3 years
- Pandas, 2 years
Availability
Part-time
Preferred Environment
Python, PyTorch, Git, Jupyter
The most amazing...
...machine learning algorithm I've developed learns disentangled representations using brain-like laterally connected neurons.
Employment
Experience
- OfficeSpace.com (Development)http://officespace.com
I developed the OfficeSpace.com platform. I managed software development, web infrastructure, and product. My team built a sophisticated ETL infrastructure to synthesize data from various semi-structured data sources, and a web application that provides listings discovery and a communication platform used by over 100,000 users each month.
Skills
Languages
Ruby, Python, Python 3Frameworks
Ruby on Rails (RoR)Libraries/APIs
PyTorch, Pandas, jQuery, ReactOther
Machine Learning, Deep Reinforcement Learning, Natural Language Processing (NLP), Image Processing, Deep Neural NetworksStorage
PostgreSQL
Education
- Master's degree in Computer Science, Computational Neuroscience1999 - 2001University of Texas at Austin - Austin, Texas, USA
Certifications
- Deep learning by Nando de FreitasMARCH 2018 - PRESENTOxford
- Reinforcement Learning by David SilverNOVEMBER 2017 - PRESENTDeepMind
