https://www.fiorellawever.com/general-3-1 daily 1.0 2025-11-21 https://images.squarespace-cdn.com/content/v1/5e4c0621a4f7a60536e11535/8da3d879-f664-43b2-b0c5-f9dd1bbe27da/12082025-17.jpg About https://images.squarespace-cdn.com/content/v1/5e4c0621a4f7a60536e11535/1617907743414-1UJC1LE1KHXLJH0ZJL5L/Animated+GIF-downsized.gif About - Data Visualization Whether it’s using Python or d3.js to create interactive and appealing visuals, or building dashboards using Mode to share insights with larger audiences, I enjoy building beautiful data visualizations. https://images.squarespace-cdn.com/content/v1/5e4c0621a4f7a60536e11535/1617845324822-4MC5UCW4TBGZ66TWGXN7/clue_timeseries_high_freq_example.png About - Time-Series Data Having worked with real-time sensor data from activity trackers and menstrual cycle data from period tracking apps, I have gained extensive experience working with complex, high-dimensional time-series data and applying machine learning models that deal with their many intricacies and challenges. https://images.squarespace-cdn.com/content/v1/5e4c0621a4f7a60536e11535/1626759074903-1BNT5X22UJM3WW3UYH8X/apc_viz_final.jpg About - Deep learning From creating an email classification model for a multinational bank and developing an auto-encoder model that can detect anomalies in real-time sensor data to achieving state-of-the-art results in a research project using self-supervised learning, I feel comfortable applying deep learning methods in both industry and academic settings. https://www.fiorellawever.com/research daily 0.75 2023-07-27 https://images.squarespace-cdn.com/content/v1/5e4c0621a4f7a60536e11535/733835a0-d3f6-4e8a-801c-e36c79758da4/sim_data_results.png Research - Make it stand out Comparison of time series models as a function of missing data (x axis), and class imbalance (three plots). We see that baseline models (GRU & GRU-D with class-reweighting) perform significantly worse than models pre-trained with APC (auto-regressive predictive coding). These results suggest APC as an effective self-supervised learning method for handling missing data and class imbalance simultaneously. https://images.squarespace-cdn.com/content/v1/5e4c0621a4f7a60536e11535/79db2376-fed8-4ae8-94d0-5d52b80169b8/apc_viz_photoshop.jpg Research - Autoregressive Predictive Coding (APC): An input sequence x is given to the model, which uses an RNN encoder to encode the value at each time step to a hidden state. Finally, a weight matrix W transforms the hidden states to same dimensionality as the input sequence x. A time shifting factor of n ≥ 1 tells the encoder to predict n steps in the future ahead of the current one. The output sequence y is then compared to the input sequence x shifted n steps ahead in order to compute the loss. https://www.fiorellawever.com/resume daily 0.75 2025-11-21 https://www.fiorellawever.com/contact daily 0.75 2021-07-24 https://www.fiorellawever.com/portfolio-3 daily 0.75 2021-07-20 https://www.fiorellawever.com/portfolio-3/project-four-rg8ff monthly 0.5 2020-08-27 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847908183-QIV0PFL3Z7RTHJB17GP0/image-asset.jpeg Portfolio 3 - Project Four - Make it stand out. It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847908396-OZSH4S4BJN0DM5FZZ3LB/image-asset.jpeg Portfolio 3 - Project Four - Make it stand out. It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847908635-ERDR1THBEER8L77UMZUW/image-asset.jpeg Portfolio 3 - Project Four - Make it stand out. It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference. https://www.fiorellawever.com/portfolio-3/project-three-9yb84 monthly 0.5 2020-05-19 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847433668-KVSJPWSOMKBBPFCHMSIP/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847434293-78NFNGFBDBWP3OWUSW4P/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847433138-YVRSCGPQ4HFN8KOSMTU9/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847431450-M8B9BH145DGMJJH9GX7U/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847430765-7IX40FTYMH60U3F5W9B4/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847430145-Z25FONRAT24KU8S9D5DS/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847429353-LFGUXJ8YBFP0M5Y4F9LI/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Three https://www.fiorellawever.com/portfolio-3/project-two-el6ls monthly 0.5 2020-05-19 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847428788-3RC3XDZ68KJNORA7QZE2/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847428112-MOREEVPE0RJ05VQG72XM/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847427201-ZA5HK9KDS3UVPP8PS2OM/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847426759-PAVGDA8VIVF5O51PDODP/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847426331-YID77UY0WOG66SFVOTEO/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847425684-YVFENXOK2P3V3YV5NAIE/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Project Two https://www.fiorellawever.com/portfolio-3/project-one-7zas5 monthly 0.5 2021-07-20 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847425175-I07REZ0XOJ77GDF4HXYH/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Clue & Gates Foundation https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847424616-XTVTNB2031QY70X9T2XA/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Clue & Gates Foundation https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847424182-ZX3TASEA1N59W6JIYRON/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Clue & Gates Foundation https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847423736-ORC0WII6VHMR8J8KBZ1A/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Clue & Gates Foundation https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847423204-E1LO628R0YLX8Q81QV04/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Clue & Gates Foundation https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847422547-WSP4D7PFYIRV1BUKWN6H/20140301_Trade-151_0124-copy.jpg Portfolio 3 - Clue & Gates Foundation https://www.fiorellawever.com/portfolio-2 daily 0.75 2021-07-20 https://www.fiorellawever.com/portfolio-2/project-six-bbpr7 monthly 0.5 2020-05-20 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847421455-8JW2CPL3ZB56F2Z8ACLN/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Six https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847422112-G7ETRT5C07KF9PHFAV96/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Six https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847420762-AGPM8HHB51L8F01AAZN7/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Six https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847420322-U8QPDYBOD6HXYRSL8QW0/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Six https://www.fiorellawever.com/portfolio-2/project-five-34rhb monthly 0.5 2020-08-27 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847419260-TLMPOGZEKRIR09EDXNAA/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847419968-YLRD4TYV9QU8K9LW04SP/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847418911-D6BSPWP8P3O9YAF5R3SO/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847418431-66X2HHF6ZNWKOC9VHLZI/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847417789-TGDSX064I3PZELTJI8Q1/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847417384-6R65UAAJW6EW4KUCUT6U/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847416982-R2067X6OPKY3MG304FSJ/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Five https://www.fiorellawever.com/portfolio-2/project-four-bp954 monthly 0.5 2020-08-27 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847905386-9EM9GLHE12726EXM68S4/image-asset.jpeg Portfolio 2 - Project Four - Make it stand out. It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847906050-Q37PFW075QZ6YU9179YP/image-asset.jpeg Portfolio 2 - Project Four - Make it stand out. It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847907929-YZFF0BD112Q9PF2G1BK6/image-asset.jpeg Portfolio 2 - Project Four - Make it stand out. It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference. https://www.fiorellawever.com/portfolio-2/project-three-3jz25 monthly 0.5 2020-05-20 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847411947-BSOTI2122B2HLPAP3XSL/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847412609-54WSVSAFRMKZEQTXDKB9/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847411502-9D27YNIMALNIHZYQ1CMG/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847410901-NW4BE1NIG86WQS26D48L/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847410514-YTA75TP5M5NY1DD11BB2/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847409407-NH9B3VB0PQWBG5LZEU5P/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847408362-3VSTKTYIWN0INM638YVD/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Three https://www.fiorellawever.com/portfolio-2/project-two-2elht monthly 0.5 2020-05-20 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847407784-0ZWK2VWHWVEO87VQWTE3/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847407287-985X24W2BPAEHHISD0C0/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847406849-K0MEB56K6G4CEGRZ4D2J/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847406249-J4HYEHES6F6UCY5TVM2A/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847405591-FZUNRUAT1SR1PVIL5TA8/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Two https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847404849-JBKU84SJXZL5LDL554SL/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project Two https://www.fiorellawever.com/portfolio-2/project-one-37czk monthly 0.5 2020-05-20 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847404387-JU309UFEWQ1YR946FJVD/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project One https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847403763-CNHK66ERZAP3FARA51ND/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project One https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847403305-VJDKJA1VO786FIOO83WE/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project One https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847402884-2RBITFZTNVLDS1AJEKXW/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project One https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847402453-A0LKCHP0YA7NLI2E0WJA/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project One https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1589847402040-WALQWA4IM1JBBHBJZ731/20140301_Trade-151_0124-copy.jpg Portfolio 2 - Project One