Alfredo Andere 🦖
San Francisco, California, United States
9K followers
500+ connections
About
I was born in Mexico City and raised in Guadalajara, Mexico. I was majoring in Computer…
Activity
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NVDA was asked our $600B question on today's Q2 earnings call: Where is the customer's customer's revenue? Their answer: 1. Traditional workloads…
NVDA was asked our $600B question on today's Q2 earnings call: Where is the customer's customer's revenue? Their answer: 1. Traditional workloads…
Liked by Alfredo Andere 🦖
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Awesome opportunity to build on top of the latest foundation models and proprietary datasets. Great to work with Lux Capital Enveda Biosciences and…
Awesome opportunity to build on top of the latest foundation models and proprietary datasets. Great to work with Lux Capital Enveda Biosciences and…
Liked by Alfredo Andere 🦖
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This year is my first IBC and I’d love to meet everyone else who’ll be there as well! Fun fact: I’ve never been to Europe so it’ll also be my first…
This year is my first IBC and I’d love to meet everyone else who’ll be there as well! Fun fact: I’ve never been to Europe so it’ll also be my first…
Liked by Alfredo Andere 🦖
Experience
Education
Licenses & Certifications
Publications
Courses
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Advanced Linear Algebra
Math 110
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Algorithms
CS 170
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Analysis
Math 104
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Cellular and Molecular Neurobiology
MCB 160
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Computer Architecture
CS 61C
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Data Structures
CS 61B
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Machine Learning
CS 189
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Probability and Random Processes
EE 126
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Systems, Controls, Signals, and Circuit Design
EE 16A & 16B
Projects
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Flash Computer Vision
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❖ Created a webpage that abstracts computer vision and makes automated image classification accessible to anyone. (flash-cv.com)
❖ I built the back-end of the project using PyTorch. I leveraged transfer learning on SqueezeNet (Landola et al. 2016) by re-training it for any other image classification task.
❖ Won Cal Hacks, the world’s largest collegiate Hackathon. -
Deep Neural Network Stock Predictor
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Using Pandas and NumPy I manipulated stock data from the S&P 500 to create half a million features and labels. The features were data on the last thirty days of a stock. The labels were one-hot encoded vectors of the stocks price going up or down in the next 24 hours.
Using Tensorflow I built a Deep Neural Network and trained it using the features and labels. It predicts if the price of a stock will increase or decrease in the next 24 hours. I achieved a 2.22% edge on the market. I…Using Pandas and NumPy I manipulated stock data from the S&P 500 to create half a million features and labels. The features were data on the last thirty days of a stock. The labels were one-hot encoded vectors of the stocks price going up or down in the next 24 hours.
Using Tensorflow I built a Deep Neural Network and trained it using the features and labels. It predicts if the price of a stock will increase or decrease in the next 24 hours. I achieved a 2.22% edge on the market. I continuously seek to improve my work.
(edit: after learning more ML I learned that this result was “too good to be true” and actually my test / train sets were contaminated because I split them randomly instead of chronologically) -
SIXT33N
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Built bottom-up a voice-controlled car using the Arduino IDE and a Texas Instruments Launchpad.
Assembled a mic-board, built the whole circuit system, created a closed-loop feedback controlled algorithm, and used least squares to optimize the performance of the motors.
Currently working in voice-detection and word-classification for the voice control feature. -
General Motors | Machine Learning Hackathon
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Participated in a 28 hour hackathon organized by General Motors.
My team built and trained a Convolutional Neural Network which takes in a customer complaint and classifies it under one of 200+ categories.
We used 100,000+ samples of company data. Processed sentences using Pandas and NumPy and used Word2Vec to capture context. Used TensorFlow to build and train the Convolutional Neural Network (CNN). -
Bear Maps
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Developed the back-end of a mapping application of Berkeley using Java, Apache Maven, and images downloaded from OpenStreetMap.
Created a quad tree to filter through thousands of images and raster the appropriate ones into the front end. It can handle features such as moving the screen by dragging, zooming in/out, and double clicking two points to find the shortest path.
Employed A* (A star) algorithm using a priority queue to find the shortest path between two given points.
Honors & Awards
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Cal Hacks Winner
Cal Hacks
Created a webpage that abstracts computer vision, making image classification accessible to everyone. (flash-cv.com)
Won Cal Hacks, the world’s largest collegiate Hackathon. -
1st Place | English Impromptu Public Speaking
Premio Internacional Bachillerato Anáhuac
Second place (2015)
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2nd Place | Debate Tournament (Captain)
PIBA
64 teams from Mexico and Latin America
Languages
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English
Full professional proficiency
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Spanish
Native or bilingual proficiency
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Chinese
Elementary proficiency
More activity by Alfredo
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I am beyond excited to announce that I have been promoted to Chief Scientific Officer at ImmuneBridge! This is something that, until recently, I had…
I am beyond excited to announce that I have been promoted to Chief Scientific Officer at ImmuneBridge! This is something that, until recently, I had…
Liked by Alfredo Andere 🦖
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Today marks a very special day… We are thrilled to announce Cisco's intent to acquire Robust Intelligence!!! 🎉🎉 We created something truly…
Today marks a very special day… We are thrilled to announce Cisco's intent to acquire Robust Intelligence!!! 🎉🎉 We created something truly…
Liked by Alfredo Andere 🦖
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How about this photo! Bill Gates checking out a Fluent! 🤓 Would have loved to be a fly on the wall that day :)
How about this photo! Bill Gates checking out a Fluent! 🤓 Would have loved to be a fly on the wall that day :)
Liked by Alfredo Andere 🦖
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Exact Sciences Bioinformatics develops the algorithms and pipelines that sit at the heart of our tests that detect cancer earlier and guide cancer…
Exact Sciences Bioinformatics develops the algorithms and pipelines that sit at the heart of our tests that detect cancer earlier and guide cancer…
Liked by Alfredo Andere 🦖
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Super excited for what our team is putting out tomorrow. First three correct guesses get some Sieve credits + swag if we can ship to you :) Hint in…
Super excited for what our team is putting out tomorrow. First three correct guesses get some Sieve credits + swag if we can ship to you :) Hint in…
Liked by Alfredo Andere 🦖
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I just registered for RNA Leaders USA, taking place on September 4-5, 2024. Excited to learn more about the innovation and commercialisation of RNA…
I just registered for RNA Leaders USA, taking place on September 4-5, 2024. Excited to learn more about the innovation and commercialisation of RNA…
Shared by Alfredo Andere 🦖
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Spotlight on Innovation: Floris Engelhardt, 2024 Termeer Fellow and CEO of Kano Therapeutics We are so happy to celebrate a monumental achievement…
Spotlight on Innovation: Floris Engelhardt, 2024 Termeer Fellow and CEO of Kano Therapeutics We are so happy to celebrate a monumental achievement…
Liked by Alfredo Andere 🦖
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Hoje anunciamos nosso seed round com o Lux Capital no primeiro investimento do fundo no Brasil! Esse é mais um milestone importante na nossa jornada…
Hoje anunciamos nosso seed round com o Lux Capital no primeiro investimento do fundo no Brasil! Esse é mais um milestone importante na nossa jornada…
Liked by Alfredo Andere 🦖
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Heading into the weekend thinking you need a change? Looking for a new opportunity or a way to make more of an impact? Well, we have a number of…
Heading into the weekend thinking you need a change? Looking for a new opportunity or a way to make more of an impact? Well, we have a number of…
Liked by Alfredo Andere 🦖
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The saying "a rising tide lifts all boats" really rings true in the early stage techbio sector. It's all about creating growth and fostering a…
The saying "a rising tide lifts all boats" really rings true in the early stage techbio sector. It's all about creating growth and fostering a…
Liked by Alfredo Andere 🦖
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Tome Biosciences, a once promising gene editing company that launched with $213 million in December, just filed a notice that it will layoff 131…
Tome Biosciences, a once promising gene editing company that launched with $213 million in December, just filed a notice that it will layoff 131…
Liked by Alfredo Andere 🦖
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