Abneet Wats

Data Scientist

https://talent.gravityer.com/abneet-wats

Openspace Services Pvt. Ltd.

Key Strengths

Demonstrated interest in Data Science through projects like 'Jigsaw_multilingual_toxic_comment_classification' and 'Quantification-model-data'.
Experience with Python, a core language for Data Science.
Exposure to machine learning concepts (linear regression, transformer models).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a breadth of technical interests, including data science, full-stack development, and system management. This indicates a curious and versatile individual. However, the projects are all personal, and the single professional experience listed is current with a future start date, making it difficult to assess real-world team collaboration or professional work ethic. The diversity of projects suggests an ability to adapt and learn new technologies, which can be a positive cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

agent-workflows

November 25, 2025 – December 15, 2025

MCP Server Mounts utilization to create agentic workflows using https://github.com/abneetwats24/mcp-server-mounts MCP server

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mcp-server-mounts

November 24, 2025 – December 12, 2025

MCP Server Manager with Authentication Integration with Keycloak which mount multiple MCP Servers and serve through single endpoint

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full-stack-job-schedule-k8s

June 15, 2025 – June 16, 2025

Full stack application using fastapi backend, vue frontend, airflow for processing, stateful - rabbitmq, redis, postgres using LocalPV openEBS deployed with helm chart

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file-remove-history

May 17, 2023 – May 17, 2023

This repo describe process and test repo for checking history of file delete

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Quantification-model-data

September 22, 2022 – October 13, 2022

Quantification-model-data — GitHub repository

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celeray-fastapi

September 2, 2022 – September 2, 2022

celery5 fastapi demo

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food-ordering-app

January 22, 2022 – January 22, 2022

oops using ppython

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Jigsaw_multilingual_toxic_comment_classification

July 4, 2020 – July 16, 2024

Rating severity and Multilingual toxicity classification using advanced transformer models with TPU support for faster training and robust performance.

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house-price-prediction

September 7, 2019 – September 7, 2019

House price prediction and profit prediction for city truck using linear regression in octave/matlab.

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c_khJao

August 14, 2019 – May 2, 2020

C Program DS Practice

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Key Strengths

Demonstrated interest in Data Science through projects like 'Jigsaw_multilingual_toxic_comment_classification' and 'Quantification-model-data'.
Experience with Python, a core language for Data Science.
Exposure to machine learning concepts (linear regression, transformer models).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

Abneet Wats

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit