Manas Pandya
@manaspandya
Analytical full-stack developer specializing in Python, ML, and data-driven solutions.
What I'm looking for
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
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.
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%.
Data Scientist
Maxgen Technologies Pvt. Ltd.
May 2022 - Nov 2022 (6 months)
Built Python predictive models that improved accuracy by 40% and automated ETL workflows saving 10+ manual hours per week; designed Matplotlib/Seaborn dashboards to visualize KPIs and inform operational decisions.
Education
Degrees, certifications, and relevant coursework
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.
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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