Sebastian Ponce

Data Scientist

https://talent.gravityer.com/sebastian-ponce

Per aspera, ad astra

bloomberg

Key Strengths

Strong foundational knowledge in Deep Learning and Neural Networks demonstrated through projects like 'do-it-in-keras' and 'ann-icpc2019'.
Proficiency in Python for data science and AI/ML applications, evident in multiple projects including 'illness-api' and 'estudia-api'.
Experience with performance-oriented computing using CUDA ('cudatrix') and C++ for numerical operations ('arrayfuncs', 'ann-icpc2019').
Practical experience in building and deploying APIs for AI/NLP models ('illness-api', 'estudia-api').
Exposure to MLOps concepts through Dockerization ('estudia-api').

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate a strong interest in AI/ML and competitive programming. The target role is 'Data Scientist' at Bloomberg, which aligns with the technical skills shown. However, the candidate's listed experience shows a current role as 'Data Scientist' at Bloomberg starting in 2026, which is in the future, making it difficult to assess current cultural fit or professional experience. The projects are diverse in their technical scope within AI/ML, indicating a broad interest.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise but do not provide insight into collaboration, problem-solving approach, or communication style.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

ann-icpc2019

June 11, 2024 – September 14, 2024

A fully implemented Artificial Neural Network in C++ with no external libraries for the ICPC Challenge 2019.

View Project

nvim-cp

January 31, 2024 – March 5, 2024

My configuration files for nvim for competitive programming. (With default support for C++, LaTeX writing, Python, and JavaScript)

View Project

powerline

March 26, 2022 – June 27, 2022

😁 Get professional psychological help anonymously.

View Project

cudatrix

February 10, 2022 – April 16, 2022

A library for scalar and matrix operations with CUDA

View Project

illness-api

January 15, 2022 – January 16, 2022

An API that uses NLP and AI to let you predict possible diseases and symptoms based on a prompt of what you're feeling.

View Project

detabase-crud-fastapi

December 14, 2021 – December 14, 2021

FastAPI CRUD template using Deta Base

View Project

arrayfuncs

November 28, 2021 – November 28, 2021

A kinda useless C++ clone of NumPy I made because I was bored

View Project

estudia-api

November 16, 2021 – November 22, 2021

A dockerized question generation API that generates FAQs based on text in spanish.

View Project

neuralnet-manim

September 8, 2021 – September 8, 2021

Visualize neural networks with Manim

View Project

do-it-in-keras

March 23, 2021 – November 1, 2021

Modern Deep Learning architectures and tasks implemented in Keras.

View Project

Key Strengths

Strong foundational knowledge in Deep Learning and Neural Networks demonstrated through projects like 'do-it-in-keras' and 'ann-icpc2019'.
Proficiency in Python for data science and AI/ML applications, evident in multiple projects including 'illness-api' and 'estudia-api'.
Experience with performance-oriented computing using CUDA ('cudatrix') and C++ for numerical operations ('arrayfuncs', 'ann-icpc2019').
Practical experience in building and deploying APIs for AI/NLP models ('illness-api', 'estudia-api').
Exposure to MLOps concepts through Dockerization ('estudia-api').

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Sebastian Ponce

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit