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Manas PandyaMP
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Manas Pandya

@manaspandya

Analytical full-stack developer specializing in Python, ML, and data-driven solutions.

Canada
Message

What I'm looking for

I seek a hands-on engineering role combining full-stack development and ML/data work at an Agile team, focused on building production-grade APIs, automating data workflows, and delivering measurable business impact.

I am an analytical and detail-oriented developer with strong expertise in Python, machine learning, and full-stack development using React and Django. I build REST APIs, automate ETL workflows, and develop dashboards that improve decision-making and reduce manual effort.

I have delivered measurable improvements across web and data projects: reducing API response times by 25%, automating ETL processes to save 10+ hours weekly, and improving model accuracy with production-ready annotated datasets. I integrate third-party services such as payment and logistics APIs to streamline operations at scale.

My background includes hands-on roles in full-stack development, data science, and large-scale data annotation where I standardized labeling templates and created audit-trail documentation to accelerate model readiness. I am comfortable working in Agile teams and documenting reusable test cases to support QA and onboarding.

I hold a Post-Graduate Certificate in Information Technology Solutions and a B.Tech in Computer Engineering, and I continually expand my skills through certifications in cloud data science and machine learning. I seek opportunities where I can apply both engineering and data expertise to deliver impactful, production-grade solutions.

Experience

Work history, roles, and key accomplishments

HR

Full Stack Developer

HRXconnect

May 2025 - Aug 2025 (3 months)

Redesigned React/Django checkout and browsing flows, increasing monthly transaction conversions and boosting transaction completion rate; integrated payment and logistics APIs to automate synchronization across 2,000+ monthly transactions and reduced average response time by 25% through REST and query optimizations.

LI

Data Transcriber

LXT AI Inc.

Oct 2024 - Jan 2025 (3 months)

Processed and annotated 5,000+ hours of audio with 99% verified accuracy to generate structured ML training datasets; standardized labeling templates that reduced inconsistencies and cut model training errors by 12%.

Education

Degrees, certifications, and relevant coursework

HP

Humber Polytechnic

Post-Graduate Certificate, Information Technology

2024 - 2025

Grade: 89.9 / 100

Completed a Post-Graduate Certificate in Information Technology Solutions focusing on practical IT and development skills.

BU

Bharati Vidyapeeth Deemed University

Bachelor of Technology, Computer Engineering

2019 - 2023

Grade: 9.34 / 10

Earned a Bachelor of Technology in Computer Engineering with coursework and projects in software development and machine learning.

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