Deven Mistry

Data Scientist

https://www.opentalent.in/deven-mistry

Previously @gqc

techfanatics

Key Strengths

Extensive experience in time series forecasting, demonstrated by numerous personal projects (hierarchicalforecast, statsforecast, datasetsforecast, nixtla, neuralforecast, mlforecast, utilsforecast, coreforecast).
Proficiency in Python and C++ for performance-critical data science applications.
Experience with large-scale data processing and model development, as indicated by the 'TimeGPT-1' project description.
Strong focus on developing robust and scalable forecasting solutions.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are heavily concentrated on time series forecasting and related machine learning, indicating a deep specialization. While this aligns well with a Data Scientist role focused on predictive modeling, the lack of diversity in project domains (e.g., NLP, computer vision, general analytics, A/B testing) suggests a potentially narrow scope of experience for broader data science roles. All listed projects are personal, which might indicate strong self-motivation but lacks insight into collaborative work environments.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical project contributions.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

coreforecast

October 5, 2023 – Present

Fast implementations of common forecasting routines

View Project

utilsforecast

August 17, 2023 – Present

Helper functions to plot, evaluate, preprocess and engineer features for forecasting

View Project

docs

June 8, 2023 – Present

docs — GitHub repository

View Project

hierarchicalforecast

June 21, 2022 – Present

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

View Project

datasetsforecast

June 20, 2022 – Present

Datasets for time series forecasting

View Project

writes-like-you

March 7, 2022 – March 17, 2024

fine-tune an LLM to mimic your writing style

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statsforecast

November 24, 2021 – Present

Lightning ⚡️ fast forecasting with statistical and econometric models.

View Project

nixtla

September 23, 2021 – Present

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

View Project

mlforecast

April 26, 2021 – Present

Scalable machine 🤖 learning for time series forecasting.

View Project

neuralforecast

April 26, 2021 – Present

Scalable and user friendly neural :brain: forecasting algorithms.

View Project

Key Strengths

Extensive experience in time series forecasting, demonstrated by numerous personal projects (hierarchicalforecast, statsforecast, datasetsforecast, nixtla, neuralforecast, mlforecast, utilsforecast, coreforecast).
Proficiency in Python and C++ for performance-critical data science applications.
Experience with large-scale data processing and model development, as indicated by the 'TimeGPT-1' project description.
Strong focus on developing robust and scalable forecasting solutions.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical project contributions.

Deven Mistry

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit