Poonam Roy
@poonamroy
Java Developer and ML-focused builder, delivering full-stack features and computer-vision solutions with practical research results.
What I'm looking for
I’m a Java Developer with hands-on experience implementing server load management and collaborating with testing teams to ensure reliable web application functionality. Alongside this, I’ve built user-facing digital experiences through UI/UX design work for full-featured e-commerce flows.
My technical direction increasingly blends software engineering with research-driven machine learning. I’ve engineered an audio fingerprint extraction approach under signal distortion, reaching 98.78% accuracy, and validated performance on large-scale datasets with strong deployability on resource-constrained hardware.
I enjoy turning ideas into working systems—whether it’s a MERN video calling web application with real-time communication and chat history, a CNN-based fake image detection model, or crop/leaf classification work. I’m motivated by accuracy, measurable results, and building solutions that hold up in real-world constraints.
Experience
Work history, roles, and key accomplishments
Research Intern
IIEST Shibpur
May 2025 - Jul 2025 (2 months)
Engineered a lightweight, noise-robust audio fingerprint extraction algorithm, achieving 98.78% accuracy under signal distortion. Validated performance on 3+ large-scale datasets, demonstrating 98.7% deployability success on resource-constrained hardware.
UI/UX Designer
Infotact
Feb 2025 - Apr 2025 (2 months)
Designed a full-featured e-commerce website in Figma and Adobe, aligning visuals with client requirements. Created logos and key webpage layouts to strengthen brand identity and improve user experience.
Java Developer
Hackveda
May 2024 - Jun 2024 (1 month)
Developed and presented core Java skills and implemented server load management using Java and MySQL. Collaborated with the testing team to verify web application functionality and ensure quality standards.
Education
Degrees, certifications, and relevant coursework
Marwadi University
B.Tech, Computer Science and Engineering
Pursuing a B.Tech in Computer Science and Engineering at Marwadi University, with expected graduation in 2026.
Availability
Location
Authorized to work in
Job categories
Skills
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