Ishan Modi
Data ScientistMachine Learning Engineer
Avalara
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Machine Learning Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Avalara
Data Scientist
June 16, 2026 – Present
faston
May 12, 2025 – May 29, 2025
FastAPI + Triton Inference Server for deploying language models
View Projectimage-reconstruction
October 10, 2020 – April 10, 2021
image-reconstruction — GitHub repository
View ProjectDollar-Rupee-Predictor
August 9, 2020 – January 8, 2021
This project focuses on one of many applications of time series “Predicting Prices of Dollar-Rupee based on previous trend”. It emphasizes on providing accurate predictions for future trend and there by help the investors to know the market condition.
View Projectneural-networks
June 27, 2020 – June 19, 2024
Implementation of different versions of FeedForward Neural Network in python from scratch. The repository includes, Backpropagation, Dimensionality Reduction with Autoencoder and Word2Vec model (CBOW).
View ProjectComputer-Vision-Projects
May 6, 2020 – August 10, 2020
Contains learner projects for Computer Vision. Learn how to use Keras with OpenCV to build Deep-Learning models. Projects in repository also demonstrate use of various Contour Detection algorithms and Haarcascade classifiers.
View Projectmachine-learning-algorithms
March 1, 2020 – August 10, 2020
The repository contains implementation of various machine learning algorithms from scratch in python. Knowledge of basic python libraries like numpy, pandas is enough to understand and use the code written.
View Projectrole-based-FTPserver
February 26, 2020 – August 9, 2020
This project consists of a centralized FTP server that works on TCP/IP protocol which contains all the access information and the files that are to be shared with the clients.
View ProjectStatic-Dynamic-Algorithms
February 11, 2020 – October 2, 2020
Contains basic Static and Dynamic Algorithms that are discussed in the popular book "Introduction to algorithm". These algorithms are implemented using C and C++.
View ProjectCryptography-algorithms
February 10, 2020 – October 2, 2020
The repository includes the most basic form of cryptographic algorithms that is "Classical Ciphers" as well as the modern day algorithms that include "Public key Cryptography"
View ProjectCultural Fit Analysis
The candidate's projects demonstrate a strong individual initiative and a passion for exploring various data science and machine learning domains. However, the current experience level (0) and the single listed current role starting in the future (2026) suggest a lack of professional team experience, which might impact cultural integration in a senior role. The projects are diverse but primarily personal, which is typical for an entry-level candidate, not a senior one. The target role is 'Data Scientist', and the projects align well with this, but the experience level is a mismatch for a senior role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are clear but do not provide insight into collaboration, problem-solving approach, or communication style in a team setting.