James Le
Datacast
Datacast follows the narrative journey of data practitioners and researchers to unpack the career lessons they learned along the way. James Le hosts the show. datacast.substack.com
Author
James Le
Category
Podcast website
Latest episode
Mar 1, 2024
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Episodes
Episode 69: DataPrepOps, Active Learning, and Team Management with Jennifer Prendki 16.08.2021 1:28:14
Show Notes (01:46) Jennifer shared her formative experiences growing up in France and wanting to be a physicist. (03:04) Jennifer unpacked the evolution of her academic journey in France — getting Physics degrees at Louis Pasteur University , Paris-Sud University , and Sorbonne University . (06:44) Jennifer mentioned her time as a Postdoctoral Researcher in Neutrino Physics at Duke University , wh...
Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro 14.07.2021 1:16:06
Show Notes (01:48) Sarah talked about the formative experiences of her upbringing: growing up interested in the natural sciences and switching focus on terrorism analysis after experiencing the 9/11 tragedy with her own eyes. (04:07) Sarah discussed her experience studying International Security Studies at Stanford and working at the Center for International Security and Cooperation . (07:15) Sara...
Episode 67: Model Observability, AI Bias, and ML Infrastructure Ecosystem with Aparna Dhinakaran 28.06.2021 48:11
Show Notes (01:39) Aparna talked about her Bachelor’s degree in Electrical Engineering and Computer Science at UC Berkeley . (02:50) Aparna shared her undergraduate research experience at the Energy and Sustainable Technologies lab . (04:34) Aparna discussed valuable lessons learned from her industry internships at TubeMogul and compared the objective with that of a research environment. (08:26) A...
Episode 66: Monitoring Models in Production with Emeli Dral 09.06.2021 46:16
Show Notes (02:07) Emeli shared her educational background getting degrees in Applied Mathematics and Informatics from the Peoples’ Friendship University of Russia in the early 2010s. (04:24) Emeli went over her experience getting a Master’s Degree at Yandex School of Data Analysis . (07:06) Emeli reflected on lessons learned from her first job out of university working as a Software Developer at...
Episode 65: Chaos Theory, High-Frequency Trading, and Experimentations at Scale with David Sweet 30.05.2021 56:47
Show Notes (01:59) David recalled his undergraduate experience studying Physics and Mathematics at Duke University back in the early 90s. (05:55) David reflected on his decision to pursue a Ph. D. in Physics at the University of Maryland, College Park , specializing in Nonlinear Dynamics and Chaos Theory. (10:18) David unpacked his Nature paper called “ Topology in Chaotic Scattering .” (14:43) Da...
Episode 64: Improving Access to High-Quality Data with Fabiana Clemente 18.05.2021 56:21
Show Notes (02:06) Fabiana talked about her Bachelor’s degree in Applied Mathematics from the University of Lisbon in the early 2010s. (04:18) Fabiana shared lessons learned from her first job out of college as a Siebel and BI Developer at Novabase . (05:13) Fabiana discussed unique challenges while working as an IoT Solutions Architect at Vodafone . (09:56) Fabiana mentioned projects she contribu...
Episode 63: Real-World Transfer Learning with Azin Asgarian 06.05.2021 1:06:00
Show Notes (02:06) Azin described her childhood growing up in Iran and going to a girls-only high school in Tehran designed specifically for extraordinary talents. (05:08) Azin went over her undergraduate experience studying Computer Science at the University of Tehran . (10:41) Azin shared her academic experience getting a Computer Science MS degree at the University of Toronto , supervised by Ba...
Episode 62: Leading Organizations Through Analytics Transformations with Gordon Wong 28.04.2021 1:15:09
Show Notes (02:09) Gordon briefly talked about his undergraduate studying Psychology and Philosophy at Rutgers University in the early 90s. (03:24) Gordon reflected on the first decade of his career getting into database technologies. (05:34) Gordon discussed his predilection towards consulting, specifically his role in the professional services team at AB Initio Software in the early 2000s. (08:0...
Episode 61: Meta Reinforcement Learning with Louis Kirsch 18.04.2021 1:01:04
Show Notes (2:05) Louis went over his childhood as a self-taught programmer and his early days in school as a freelance developer. (4:22) Louis described his overall undergraduate experience getting a Bachelor’s degree in IT Systems Engineering from Hasso Plattner Institute , a highly-ranked computer science university in Germany. (6:10) Louis dissected his Bachelor thesis at HPI called “ Differen...
Episode 60: Algorithms and Data Structures for Massive Datasets with Dzejla Medjedovic 05.04.2021 1:11:25
Show Notes (01:58) Dzejla described her undergraduate experience studying Computer Science at the Sarajevo School of Science and Technology back in the mid-2000s. (07:59) Dzejla recapped her overall experience getting a Ph. D. in Computer Science at Stony Brook University . (14:38) Dzejla unpacked the key research problem in her Ph. D. thesis titled “ Upper and Lower Bounds on Sorting and Searchin...
Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar 24.03.2021 48:57
Show Notes (1:45) Willem discussed his undergraduate degree in Mechatronic Engineering at Stellenbosch University in the early 2010s. (2:34) Willem recalled his entrepreneurial journey founding and selling a networking startup that provides internet access to private residents on campus. (5:37) Willem worked for two years as a Software Engineer focusing on data systems at Systems Anywhere in Capet...
Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling 19.03.2021 1:19:15
Show Notes (1:56) Jim went over his education at Trinity College Dublin in the late 90s/early 2000s, where he got early exposure to academic research in distributed systems. (4:26) Jim discussed his research focused on dynamic software architecture , particularly the K-Component model that enables individual components to adapt to a changing environment. (5:37) Jim explained his research on collab...
Episode 57: Building Data Science Projects with Pier Paolo-Ippolito 06.03.2021 54:59
Show Notes (2:20) Pier shared his college experience at the University of Southampton studying Electronic Engineering. (3:46) For his final undergraduate project , Pier developed a suite of games and used machine learning to analyze brainwaves data that can classify whether a child is affected or not by autism. (11:26) Pier went over his favorite courses and involvement with the AI Society during...
Episode 56: Apprehending Quantum Computation with Alba Cervera-Lierta 21.02.2021 1:17:26
Timestamps (1:55) Alba shared her background growing up interested in studying Physics and pivoting into quantum mechanics. (3:33) Alba went over her Bachelor’s in Fundamental Physics at The University of Barcelona . (4:54) Alba continued her education with an M.S. degree that specialized in Particle Physics and Gravitation. (6:40) Alba started her Ph. D. in Physics in 2015 and discussed her first...
Episode 55: Making Apache Spark Developer-Friendly and Cost-Effective with Jean-Yves Stephan 11.02.2021 52:02
Timestamps (2:07) JY discussed his college time studying Computer Science and Applied Math at Ecole Polytechnique — a leading French institute in science and technology. (3:04) JY reflected on time at Stanford getting a Master’s in Management Science and Engineering, where he served as a Teaching Assistant for CS 229 ( Machine Learning ) and CS 246 ( Mining Massive Datasets ). (6:14) JY walked ov...
Episode 54: Information Retrieval Research, Data Science For Space Missions, and Open-Source Software with Chris Mattmann 04.02.2021 1:22:43
Timestamps (2:55) Chris went over his experience studying Computer Science at the University of Southern California for undergraduate in the late 90s. (5:26) Chris recalled working as a Software Engineer at NASA Jet Propulsion Lab in his sophomore year at USC. (9:54) Chris continued his education at USC with an M.S. and then a Ph. D. in Computer Science. Under the guidance of Dr. Nenad Medvidović...
Episode 53: Algorithms and Data Structures In Action with Marcello La Rocca 25.01.2021 1:02:49
Show Notes (2:09) Marcello described his academic experience getting a Master’s Degree in Computer Science from the Universita di Catania in the early 2000s, where his thesis is called Evolutionary Randomized Graph Embedder . (6:14) Marcello commented on his career phase working as a web developer across various places in Europe. (9:18) Marcello discussed his time working as a software engineer at...
Episode 52: Graph Databases In Action with Dave Bechberger 17.01.2021 1:01:58
Show Notes (2:10) Dave talked briefly about his Electrical Engineering study at Rensselaer Polytechnic Institute back in the late 90s. (4:03) Dave commented on his career phase working as a software engineer across various companies in Bozeman, Montana. (7:38) Dave discussed his work as a senior architect and tech lead at Expero , a Houston-based startup that develops custom software exclusively f...
Episode 51: Research and Tooling for Computer Vision Systems with Jason Corso 08.01.2021 1:20:33
Show Notes (2:13) Jason went over his experience studying Computer Science at Loyola College in Baltimore for undergraduate, where he got an early exposure to academic research in image registration. (4:31) Jason described his graduate school experience at John Hopkins University , where he completed his Ph. D. on “ Techniques for Vision-Based Human-Computer Interaction ” that proposed the Visual...
Episode 50: Reducing Data Downtime with Barr Moses 25.12.2020 54:10
Show Notes (2:23) Barr discussed growing up in Israel and serving as a commander of the Data Analytics unit at the Israeli Air Force . (4:10) Barr reflected on her college experience at Stanford studying Math and Computational Science. (7:24) Barr walked over the two career lessons learned from being a Management Consultant at Bain and Company . (9:51) Barr reflected on her time as VP of Customer...
Episode 49: Computational Neuroscience, Quantitative Finance, and Churn Prediction with Carl Gold 14.12.2020 1:08:37
Show Notes (1:57) Carl recalled his undergraduate experience studying Electrical Engineering at Stanford back in the early 90s. (3:58) Carl recalled his graduate experience pursuing Master’s degrees in Computer Science at NYU and King’s College in the late 90s. For his Master's Thesis, he investigated Support Vector Machines with a Bayesian algorithm programmed in C. (6:45) Carl walked over his Ph...
Episode 48: AI Ethics, Open Data, and Recommendations Fairness with Jessie Smith 27.11.2020 57:46
Show Notes (2:08) Jess discussed her foray into studying Software Engineering at California Polytechnic State University during college and revealed her favorite course on Computer Science Ethics taken there. (4:31) Jess unpacked her argument that it is important to shift the engineering mindset away from only asking how to ask why - referring to his blog post “ Changing The Engineer’s Mindset...
Episode 47: Math and Machine Learning In Pedestrian Terms with Luis Serrano 09.11.2020 51:25
Show Notes (2:12) Luis shared how he got excited about learning mathematics and specialized in combinatorics. (4:26) Luis discussed his experience studying Math for his Bachelor’s and Master’s degrees at the University of Waterloo - where he took many courses in combinatorics and engaged in undergraduate research. (5:59) Luis pursued his Ph. D. in Mathematics at the University of Michigan - whe...
Episode 46: From Building Recommendation Systems To Teaching Online Courses with Frank Kane 29.10.2020 47:46
Show Notes (2:05) Frank reflected on his undergraduate experience studying Electrical Engineering at the University of Massachusetts - Dartmouth . (3:33) Frank commented on his experience working in the game industry after school. (6:28) Frank went over the opportunity to work as a software engineer at Amazon , where he contributed to the personalization system that recommends products to customer...
Episode 45: Teaching Artificial Intelligence with Amita Kapoor 21.10.2020 56:34
Show Notes (2:02) Amita described her educational background, studying Electronics at universities back in the 90s. She also professed her love for Asimov ’s writings. (3:33) Amita talked about her reason to pursue a path of an academic professor. (5:13) Amita discussed her Ph. D. titled " Modeling, Design , and Applications of Optical Amplifiers and Long Period Gatings ” at the University of Dehl...
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