Aditya Mishra

Data Scientist

https://www.opentalent.in/aditya-mishra-4

I break & tinker with things

enparadigm

Key Strengths

Strong foundational knowledge in Python for data science and machine learning, evidenced by numerous personal projects.
Experience with deep learning for image classification (DeepDiagnosis, plant_disease, tensorflow_object_detection).
Exposure to natural language processing (legal_language_model, iplbot).
Demonstrated interest in system design principles through the 'system-design-topics-implementations' project.
Practical experience with asynchronous programming and job queuing systems using FastAPI, Redis Queue, and PostgreSQL.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards individual contributions and personal exploration of various data science and machine learning topics. The current role as 'Data Scientist' at 'enparadigm' aligns with the target role. However, the lack of team-based projects or explicit collaboration descriptions makes it difficult to fully assess cultural fit. The experience level is listed as 0, which contradicts the current full-time role, suggesting a potential data discrepancy or very recent entry into the role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

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

async-job-processing-using-redis-queues

August 8, 2024 – August 12, 2024

A robust, scalable job queue system built with FastAPI, Redis Queue (RQ), and PostgreSQL. Features priority queues, scheduled jobs, automatic retries, and a CLI for job management, designed for reliability in data processing and ETL workflows

View Project

async-programming-python-basics

May 31, 2024 – June 3, 2024

async-programming-python-basics — GitHub repository

View Project

system-design-topics-implementations

October 22, 2023 – October 27, 2025

Implementing different system design techniques & algorithms

View Project

legal_language_model

April 15, 2019 – January 4, 2022

legal_language_model — GitHub repository

View Project

iplbot

March 21, 2019 – January 12, 2024

A retrieval based chat bot - BotVic. Engage with BotVic about IPL and have fun

View Project

django_boards_app

January 29, 2019 – May 11, 2019

Django powered discussion app

View Project

tensorflow_object_detection

June 6, 2018 – June 6, 2018

tensorflow_object_detection — GitHub repository

View Project

object_detection

June 6, 2018 – May 5, 2019

object_detection — GitHub repository

View Project

plant_disease

March 3, 2018 – April 23, 2018

plant_disease — GitHub repository

View Project

DeepDiagnosis

March 25, 2017 – October 2, 2017

Skin Lesion Classification using Deep Learning

View Project

Key Strengths

Strong foundational knowledge in Python for data science and machine learning, evidenced by numerous personal projects.
Experience with deep learning for image classification (DeepDiagnosis, plant_disease, tensorflow_object_detection).
Exposure to natural language processing (legal_language_model, iplbot).
Demonstrated interest in system design principles through the 'system-design-topics-implementations' project.
Practical experience with asynchronous programming and job queuing systems using FastAPI, Redis Queue, and PostgreSQL.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Aditya Mishra

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit