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
Python
C
HTML
CSS
JavaScript
SQL
React
FastAPI
PostgreSQL
PowerBI
Git
Data Structures and Algorithms
Excel
NumPy
Pandas
Matplotlib
Seaborn
Machine Learning
Natural Language Processing
Web Development
Frontend Development
Backend Development
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.
