Trisha Debnath — Frontend Engineer

I'm Trisha Debnath, a Frontend Engineer

I'm Trisha Debnath, a detail-oriented Frontend Engineer with a strong foundation in web technologies and machine learning. I thrive on transforming designs into high-quality code and collaborate effectively with teams to deliver exceptional projects.

My Journey

Machine Learning Engineer @Upwork

Sep 2025 – Present · 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.

Frontend Engineer @Freelancer

Dec 2025 – Present · 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.

Bachelor of Technology

Jadavpur University, Kolkata (Nov 2023 – Dec 2027) · CGPA - 7.7

Higher Secondary

Basanti High School, Kolkata (Dec 2020 – Dec 2022) · Marks - 96%

Skills & Tools

Python 86%

C 77%

HTML 72%

CSS 91%

JavaScript 88%

SQL 91%

React 79%

FastAPI 93%

PostgreSQL 88%

PowerBI 93%

Git 91%

Data Structures and Algorithms 72%

Excel 79%

NumPy 79%

Pandas 86%

Matplotlib 88%

Seaborn 93%

Machine Learning 78%

Natural Language Processing 77%

Web Development 71%

Frontend Development 80%

Backend Development 73%

Projects

Some of the things I've built.

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

GitHub

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

Live Demo GitHub

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

GitHub

Open Source & 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.

Get In Touch

Let's discuss your next project or just say hello!

Let's Connect

I'm always open to discussing new opportunities, interesting projects, or just having a chat about technology and development.

Email

td19454@gmail.com

Location

kolkata,westbengal

Response Time

Within 24 hours