Sohaib Aman

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

Based in: PakistanCurrently: Project Lead, Kavtech SolutionsExperience: 6 years

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.

Experience

Project Lead

Kavtech SolutionsworkDec 2024 – Present

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%.

PythonJira APIsHRMS dataDashboards

Data Scientist

AbsolworkOct 2023 – Dec 2024

Summary

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%.

Results

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%.

PythonPandasSQLXGBoostScikit-learnPower BI

Data Scientist

Decklaration Design StudioworkDec 2021 – Sep 2023

Summary

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.

Results

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

Skills

Technical

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

Projects

Wall Following Robot

Lead Developerpersonal

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

BS

Lahore University of Management SciencesComputer ScienceAug 2015 – May 2020

Coursework

Software EngineeringData ScienceHuman Computer InteractionDatabasesData StructuresAlgorithmsOperating SystemsAdvanced ProgrammingMachine Learning

Societies & activities

LUMS Summer Education ProgramLUMS Photographic Society

Recognition

Certifications

Algorithms and Data Structures Certificate

Freecodecamp

Web Foundations

The Odin Project

Data Science Bootcamp

TechLift

Governance & advisory

Assistant Director

LUMS Photographic Societyother

Social impact & activities

Ambassador

LUMS Summer Education Programvolunteer

Impact

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

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Sohaib's twin is AI, it can make mistakes.

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