Chief Data Scientist And Ceo
Self-Employed
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Raja Kumar Email & Phone Number
Chief Data Scientist and Ceo
at
Self-employed
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Current company
Self-employed
Role
Chief Data Scientist and Ceo
Location
Noida, Uttar Pradesh, India
Who is Raja Kumar? Overview
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Raja Kumar is listed as Chief Data Scientist and Ceo at Self-employed, based in Noida, Uttar Pradesh, India. AeroLeads shows a matched LinkedIn profile for Raja Kumar.
Raja Kumar previously worked as Chief Data Scientist/Ceo at Self-Employed and Data Scientist at On A Sabbatical. Raja Kumar holds Master Of Business Administration (M.B.A.), Finance from International Management Institute - Imi.
Profile bio
About Raja Kumar
I am an archetypal scientist with an endless thirst for knowledge. Currently studying deep reinforcement learning, generative adversarial networks, natural language processing and quantum computingInterested in applying Ai to financial markets and sports
Listed skills include Machine Learning, Big Data Analytics, Python, R, and 21 others.
Current workplace
Raja Kumar's current company
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Self-Employed
8 roles
Raja Kumar work experience
A career timeline built from the work history available for this profile.
Chief Data Scientist/Ceo
Current
Self-Employed
Applied ai startup in table tennis (have raised funds, pending incorporation, startup name ideas welcome!:D)
Mar 2022 - Present
Data Scientist
Current
On A Sabbatical
Exploring practical application of deep learning to financial markets, video games and sports.Interested in conducting research on AGI along the lines of work being done at deepmind/openai (computer vision+deep rl)Studying:Deep reinforcement learning (Udacity)NLP (Coursera)Studying (completed):Self driving cars (udacity)Quantum computing.
Jul 2018 - Present
Chief Data Scientist
Analyzed data from Firebase, google cloud big query and sql databases to understand user behavior Created a recommendation engine for videos using content filtering and regionwise customer segmentation
Jun 2017 - Jun 2018
Independent Quantitative Researcher
Sole Proprietor
- Writing a research paper on application of artificial intelligence/machine learning to beat the stock market by using fundamental and technical factors as inputs
- Consulting Motilal Oswal on a quantitative fund
- Used R to build/validate credit risk models
- Completed various courses on Data Analytics/Big Data on Coursera/EdX and Udacity
Dec 2014 - Mar 2015
Quantitative Research Intern
- Conceived asset allocation strategy based on market valuations: MOVI Index
- Analyzed Motilal Oswal M50’s existing quant model; suggested qualitative and quantitative improvements
- Created a new quant strategy with theoretical returns of 25% CAGR over past 10 years, 45% CAGR over past 5 years, beta of 0.7 and alpha of 7.8%. Out of sample return (March-September 2014): 51% vs. index return of 30%.
- Portfolio optimization in MATLAB: Mean Variance Optimization, Mean CVar, Mean CVar using Monte Carlo simulations (Used copulas to simulate asset returns: incorporated covariance of asset returns and first four moments.
Dec 2013 - Nov 2014
Ratings Analyst
- Analyzed credit worthiness of over 120 companies from a Basel II, Bank loan rating perspective
- Conducted analysis of industry, business, financial and management risk to arrive at a bank loan rating recommendation
- Prepared rating reports published on CRISIL’s website
- Worked as a Business analyst on the rating process improvement team: automated routine tasks, improved rating processes, identified and debugged major issues in online rating note generation platform
May 2011 - Apr 2013
Proprietary Trader / Quantitative Trading System Developer
Sole Proprietor
- Developed, back-tested and traded mechanical trading systems with annual returns of 40-60% and standard deviation of 17%.
- Developed software for chart pattern recognition, arbitrage detection, automated multiple-timeframe Fibonacci analysis and risk management
Apr 2005 - Apr 2009
3 education records
Raja Kumar education
Master Of Business Administration (M.B.A.), Finance
Cfa Level 3, Financial Investments
Chartered Financial Analyst Institute, Usa
Bachelor'S Degree, Computer Science
FAQ
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What company does Raja Kumar work for?
Raja Kumar works for Self-employed.
What is Raja Kumar's role at Self-employed?
Raja Kumar is listed as Chief Data Scientist and Ceo at Self-employed.
Where is Raja Kumar based?
Raja Kumar is based in Noida, Uttar Pradesh, India while working with Self-employed.
What companies has Raja Kumar worked for?
Raja Kumar has worked for Self-Employed, On A Sabbatical, Gifmos, Sole Proprietor, and Motilal Oswal Financial Services Ltd.
How can I contact Raja Kumar?
You can use AeroLeads to view verified contact signals for Raja Kumar at Self-employed, including work email, phone, and LinkedIn data when available.
What schools did Raja Kumar attend?
Raja Kumar holds Master Of Business Administration (M.B.A.), Finance from International Management Institute - Imi.
What skills is Raja Kumar known for?
Raja Kumar is listed with skills including Machine Learning, Big Data Analytics, Python, R, Financial Modeling, Valuation, Equity Valuation, and Capital Markets.
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