TrishaDebnath
Frontend Engineer
@ Upwork
Creating scalable web applications that enhance user experience and engagement. 🚀
I’m Trisha Debnath, a detail-oriented Frontend Engineer with a strong background in machine learning. I build responsive, user-centric applications using modern web technologies, always aiming to deliver high-quality projects that meet and exceed expectations.
About Me
I’m Trisha Debnath, a detail-oriented Frontend Engineer with a strong background in machine learning. I build responsive, user-centric applications using modern web technologies, always aiming to deliver high-quality projects that meet and exceed expectations.
CURRENT FOCUS
▹Engineered an end-to-end sentiment analysis pipeline to extract and analyze user comments from YouTube videos utilizing Python and leading ML libraries (e.g., scikit-learn, pandas, NLTK/spaCy).
▹Preprocessed and cleaned large-scale text data, applying advanced NLP techniques such as tokenization, stopword removal, and lemmatization to enhance model performance.
Projects
myntra-e-commerce-website-clone.tsx
01
HTML
Myntra E-commerce Website Clone
- Developed a frontend clone of the Myntra e-commerce platform, implementing product listings, navigation components, and interactive UI using HTML, CSS, and JavaScript.
- Built dynamic features such as product browsing and cart functionality using JavaScript with DOM manipulation for real-time user interactions.
- Designed a responsive user interface with structured layouts and modern styling to replicate real-world e-commerce website design patterns.
HTMLCSSJavaScript
thetailorcv.com.tsx
02
HTML
thetailorcv.com
- Designed and developed the frontend interface for an AI-powered resume optimization platform, creating responsive pages using HTML, CSS, and JavaScript for seamless user interaction.
- Built intuitive UI components for resume upload, job description input, and result display, enabling users to easily interact with the backend LLM-powered system.
- Integrated frontend with FastAPI backend APIs, contributing to a deployed product that attracted 50+ users within the first week of launch.
HTMLCSSJavaScript
inventory-management-system.tsx
03
FASTAPI
Inventory Management System
- Developed a scalable inventory management system with full CRUD operations and multi-field search over product data.
- Built RESTful APIs using FastAPI with asynchronous processing and automatic OpenAPI documentation.
- Designed normalized PostgreSQL schemas to ensure data integrity and optimize query performance.
- Integrated backend with frontend via Jinja2 templates and managed database interactions using SQLAlchemy / psycopg2.
FastAPIPostgreSQL
Skills
Data Structures and Algorithms89%
Natural Language Processing97%
Experience
Sep 2025 – Present
Machine Learning Engineer · Upwork
Kolkata
- Engineered an end-to-end sentiment analysis pipeline to extract and analyze user comments from YouTube videos utilizing Python and leading ML libraries (e.g., scikit-learn, pandas, NLTK/spaCy).
- Preprocessed and cleaned large-scale text data, applying advanced NLP techniques such as tokenization, stopword removal, and lemmatization to enhance model performance.
Dec 2025 – Present
Frontend Engineer · Freelancer
Kolkata
- Developed responsive and user-centric web applications for diverse clients, ensuring cross-browser compatibility and optimal performance.
- Transformed UI/UX designs into high-quality, reusable code using contemporary frontend technologies. Implemented efficient layouts, components, and state management to elevate user experience and application scalability.
Education
Jadavpur University, Kolkata
Bachelor of Technology
Nov 2023 – Dec 2027 · CGPA - 7.7
Basanti High School, Kolkata
Higher Secondary
Dec 2020 – Dec 2022 · Marks - 96%
Leadership
Event Lead · Data Drift, the data analytics event at Srijan: University’s Annual Techno Fest
- Developed problem statements, evaluated submissions, and supported end-to-end coordination, attracting 500+ participants from across the country.
Technical Lead · Corporate Clash
- Framed case studies and evaluated submissions. Generated 100+ registrations.
