Kavya Komal Srivastava
SPrincipal Engineer, Redfern Financial - Python · Kubeflow · feature stores
- Redfern Financial
- Bengaluru, India · IST (UTC+5:30)
- 11+ years experience
- IIT Hyderabad
- English, Hindi, Kannada
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Overview
I've spent 16 years on ML infrastructure - first at Zoho, now at Redfern Financial. Grew the ML platform team from 5 to 40 engineers. Before that: HCLTech and Amazon. Most at home with Bazel and Kubeflow. I play football every Sunday.
Good reasons to reach out
- Second opinions on Python decisions
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- Fund-of-funds solicitations
- Crypto token projects
- Unpaid work or spec projects
Answers in batches on Fridays
Skills
feature storesKubeflowBazelPython
Experience
- Principal EngineerJan 2024 - PresentRedfern Financial · 2 yr 9 mo · Full-time · Bengaluru, India
- Led or co-led 25 investments, 7 of them now at Series B or later.
- Backed 10 founders at pre-seed and seed.
- ML EngineerNov 2022 - Jan 2024HCLTech · 1 yr 2 mo · Contract · Bengaluru, India
- Ran 261 experiments last year and made the readouts self-serve.
- Wrote the metric definitions the leadership team reviews every week.
- ML EngineerSep 2020 - Nov 2022Amazon · 2 yr 2 mo · Full-time · Bengaluru, India
- Ran 223 experiments last year and made the readouts self-serve.
- Taught SQL to 87 non-analysts.
- ML EngineerFeb 2018 - Sep 2020Qualcomm · 2 yr 7 mo · Full-time · Bengaluru, India
- Cut the time to a trustworthy experiment readout from 4 weeks to 3 days.
- Taught SQL to 36 non-analysts.
- Senior ML EngineerMar 2016 - Feb 2018Zoho · 1 yr 11 mo · Full-time · Bengaluru, India
- Built the experimentation models now used in 11 product decisions a quarter.
References
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Education
- IIT HyderabadB.Tech, Electrical Engineering2005 - 2009
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