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The Tale of Trisha

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I'm Trisha Debnath, a detail-oriented machine learning and frontend engineer. I thrive on building scalable applications and implementing algorithms that enhance user experience. With a strong foundation in modern web technologies, I collaborate effectively with teams to drive project success and meet client needs.

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Talents & Crafts

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Languages: PythonCHTMLCSSJavaScriptSQLAI/ML: Machine LearningNatural Language ProcessingFrameworks/Libraries: ReactFastAPIData Structures and AlgorithmsNumPyPandasMatplotlibSeabornWeb DevelopmentResponsive DesignDatabases: PostgreSQLTools & Platforms: PowerBIGitExcel

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Deeds & Service

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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 prominent ML libraries (e.g., scikit-learn, pandas, NLTK/spaCy).
• Preprocessed and cleaned large-scale text data, applying 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.
• Translated UI/UX designs into high-quality, reusable code using modern frontend technologies, implementing efficient layouts, components, and state management to elevate user experience and application scalability.

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Chronicle of Works

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Myntra E-commerce Website Clone

HTML, CSS, JavaScript

• 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.

The source

TailorCV.ai

HTML, CSS, JavaScript

• 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.

View work The source

Inventory Management System

FastAPI, PostgreSQL

• 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.

The source

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Learning & Study

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Jadavpur University, Kolkata

Nov 2023 – Dec 2027

Bachelor of Technology · CGPA - 7.7

Basanti High School, Kolkata

Dec 2020 – Dec 2022

Higher Secondary · 12th Marks - 96%

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Quests & Leadership

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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, generating 100+ registrations.

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Send Word

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Should you wish to correspond, my door is ever open.

✉ td19454@gmail.com + 91 8101753282

Yours faithfully,

Trisha Debnath

TD