Sohaib.
Kanvis
Sohaib Aman

Sohaib Aman

Data Scientist & Robotics Engineer | LUMS Grad | Building AI-Driven Efficiency
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Overview

Versatile Data Scientist and Robotics Engineer with a BS from LUMS. Proven track record in scaling systems and driving efficiency, from cutting onboarding time by 50% at Decklaration to boosting platform retention by 15% at Absol using XGBoost. Experienced in hardware robotics, having developed PID-controlled autonomous systems. Passionate about bridging the gap between complex technical concepts and practical, high-impact solutions.
Pakistan

Experience

Dec 2024 – Present

WORK

Project Lead

Kavtech Solutions
Developed KavReporter using Jira APIs and HRMS data to generate employee performance reports (hours logged, task labels, efficiency, and weekly productivity). Implemented backend in Python, built interactive dashboards and automated execution. Tracked project KPIs and prepared reports for senior leadership, enabling risk mitigation. Streamlined Jira workflows for backlog grooming and sprint tracking, reducing issue resolution time by 30%.
•Developed KavReporter using Jira APIs and HRMS data to generate employee performance reports (hours logged, task labels, efficiency, and weekly productivity).
•Implemented backend in Python, built interactive dashboards and automated execution.
•Tracked project KPIs and prepared reports for senior leadership, enabling risk mitigation.
•Streamlined Jira workflows for backlog grooming and sprint tracking, reducing issue resolution time by 30%.

Key Achievements

→Reducing issue resolution time by 30%.
PythonJira APIsHRMS dataDashboards

Oct 2023 – Dec 2024

WORK

Data Scientist

Absol
Analyzed platform usage data for E-Auction Platform, and boosting retention by 15%. Built performance reports in Python (Pandas/SQL) to support roadmap decisions. Optimized documentation and user stories, reducing scope creep by 50%.
•Analyzed platform usage data for E-Auction Platform, and boosting retention by 15%.
•Built performance reports in Python (Pandas/SQL) to support roadmap decisions.
•Optimized documentation and user stories, reducing scope creep by 50%.

Key Achievements

→Boosted platform retention by 15% by developing a churn prediction model using XGBoost to identify key risk factors, such as competitor availability.
→Boosting retention by 15%.
→Reducing scope creep by 50%.
PythonPandasSQLXGBoostScikit-learnPower BI

Dec 2021 – Sep 2023

WORK

Data Scientist

Decklaration Design Studio
Developed ETL batch data pipelines in google cloud functions for data warehousing BigQuery. Generated weekly marketing and clinical reports on Power BI. Set up Microsoft SQL Server for Alyka health using AWS EC2 remote machine and automated Python scripts. Created REST APIs with Django to fetch client data from Avaza and enable employees to withdraw leave requests, streamlining data access and leave management processes.
•Developed ETL batch data pipelines in google cloud functions for data warehousing BigQuery.
•Generated weekly marketing and clinical reports on Power BI.
•Set up Microsoft SQL Server for Alyka health using AWS EC2 remote machine and automated Python scripts.
•Created REST APIs with Django to fetch client data from Avaza and enable employees to withdraw leave requests, streamlining data access and leave management processes.

Key Achievements

→Integrated Hubstaff and Avaza into internal tools, reducing employee onboarding and activity tracking time by 50%.
→Reduced onboarding and activity tracking time by 50%.
Google Cloud FunctionsBigQueryPower BIMicrosoft SQL ServerAWS EC2PythonDjangoREST APIsAvaza

2021 – Nov 2021

WORK

Data Engineer

SBEEC
Designed a comprehensive roadmap for managing smart metering, billing, and data reporting across 1600+ sites. Implemented data reporting solutions using Qlik Sense to provide actionable insights and analytics. Streamlined processes and data analysis, ensuring efficient operations and informed decision making.
•Designed a comprehensive roadmap for managing smart metering, billing, and data reporting across 1600+ sites.
•Implemented data reporting solutions using Qlik Sense to provide actionable insights and analytics.
•Streamlined processes and data analysis, ensuring efficient operations and informed decision making.

Key Achievements

→Managed data reporting across 1600+ sites.
Qlik Sense

May 2020 – Dec 2020

WORK

QA Engineer

Expertflow
Conducted testing and deployment of Hybrid Chat platform ensuring high reliability. Authored release notes & documentation to improve cross-team communication.
•Conducted testing and deployment of Hybrid Chat platform ensuring high reliability.
•Authored release notes & documentation to improve cross-team communication.
Hybrid Chat platform

Project Portfolio

PERSONAL

Present

Wall Following Robot

Lead Developer

Developed an autonomous wall-following robot as a university project at LUMS. Implemented a PID controller on an Arduino to ensure smooth navigation and precise distance maintenance from uneven wall surfaces using microsensors.
ArduinoMicrosensorsC++PID Control

Education

Aug 2015 – May 2020

BS

Lahore University of Management SciencesSpecialization in Computer Science

Relevant Coursework

Software EngineeringData ScienceHuman Computer InteractionDatabasesData StructuresAlgorithmsOperating SystemsAdvanced ProgrammingMachine Learning

Societies & Activities

LUMS Summer Education ProgramLUMS Photographic Society

Impact & Recognition

Professional Certifications

Freecodecamp

Algorithms and Data Structures Certificate

The Odin Project

Web Foundations

TechLift

Data Science Bootcamp

Governance & Advisory

LUMS Photographic Society

Assistant Director

OTHER

Social Impact & Activities

LUMS Summer Education Program

Ambassador

EngagementVOLUNTEER
Key Impact
→

Mentored students by simplifying complex technical concepts, such as explaining APIs to a non-technical audience.

Skills & Interests

SQL

Python

Power BI

Jira

Pandas

Qlik Sense

Excel

MS SQL Server

NumPy

Scikit-learn

Matplotlib

Seaborn

BigQuery

Git

ETL

Postman

MS Project

Google Cloud Functions

Django

Plotly

AWS EC2

Clickup

MongoDB

Zoho

R

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