Hello,its me


Tamanna Dubey

I am

I am deeply curious about AI, machine learning, and web development, and how technology can shape smarter digital experiences.
As a fresher, I embrace challenges and strive to expand my knowledge by working on innovative projects that blend logic with creativity. My journey is just beginning, and I'm excited to grow, experiment, and build solutions that make an impact.

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Tamanna Dubey

About Me

Developer

Hello! I’m Tamanna Dubey, a curious mind fueled by creativity, code, and caffeine. I believe technology isn’t just about systems — it’s about crafting experiences that feel smart, seamless, and inspired. Currently pursuing a B.Tech in Computer Science & Engineering (AI & ML), I’ve already built dynamic web interfaces, trained machine learning models, and launched AI-powered apps that solve real-world problems.
My internship with IBM Generative AI unlocked a fascination with foundation models, WatsonX, and prompt engineering — giving me a front-row seat to how cutting-edge tools shape intelligent content. Whether I’m styling a sleek portfolio with Typed.js or fine-tuning an NLP-based Fake News Detector, I balance precision with imagination.
I specialize in blending beautiful design with bold functionality. From HTML to Python, from UI challenges to ML pipelines, I dive into every build with excitement and intention. And while I love clean logic and tidy code, it’s the spark of innovation and the thrill of seeing something come alive that keeps me pushing forward.

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MY projects

📝 AI Resume & Cover Letter Generator

I developed a smart web application that generates personalized resumes and cover letters using AI. Built with Streamlit and powered by GPT-2, the tool captures user input to craft compelling professional documents tailored to different job profiles. I integrated FPDF for seamless PDF exporting and implemented light/dark theme switching via custom CSS to enhance usability and accessibility.

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📚 Online Quiz Application

I created an interactive Online Quiz Application that evaluates user knowledge across diverse topics using real-time scoring and smooth, responsive layouts. Designed with a sleek HTML/CSS interface and dynamic JavaScript logic, the app features real-time question rendering, instant score tracking, and a built-in timer to simulate exam conditions. Users receive a detailed result summary with correct answers highlighted, enhancing both engagement and learning.

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📈Stock Price Prediction

I developed a Stock Price Prediction system that combines machine learning techniques with financial time series data to forecast future trends in share prices. Leveraging historical stock data, I implemented models like Linear Regression, Random Forest, and LSTM (Long Short-Term Memory) to analyze patterns and predict future values with improved accuracy. The project includes visual insights using Matplotlib and Seaborn, feature engineering based on moving averages and market indicators, and user-friendly dashboards built with Streamlit for real-time interaction.

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🕵️‍♀️ Fake News Detection – ML Project Tackling Misinformation

Created a machine learning model that detects fake news articles using natural language processing and statistical feature engineering. Combined TF-IDF vectorization with algorithms like SVM, Naive Bayes, and Logistic Regression to classify news with high accuracy across datasets such as LIAR, ISOT, and BuzzFeed. Explored linguistic deception patterns, adversarial text manipulation, and ethical concerns in misinformation detection, showcasing technical fluency in Python, Scikit-learn, and data-driven problem solving.

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📰 News App – Java-Based Web Application for Real-Time Updates

Designed a dynamic News App using HTML, CSS, and Java to deliver up-to-date headlines through a clean, responsive user interface. The frontend incorporates modern styling and intuitive navigation, while the backend leverages Java to handle real-time data rendering and logic. This project showcases my ability to merge client-side design with functional programming, reflecting a strong foundation in full-stack development and content-driven user experiences.

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🛡️Insurance Prediction | Logistic Regression · Python · Data Visualization

Developed a logistic regression model to predict whether individuals would buy insurance based on their age, using a clean and focused dataset. Conducted data visualization with Matplotlib to identify trends, split the data for training and testing, and achieved 83% accuracy on predictions. Explored probability outputs and evaluated performance using a confusion matrix, showcasing a strong grasp of binary classification, supervised learning techniques, and model interpretation in Python using Pandas, Scikit-learn, and Matplotlib.

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🔢 Basic Calculator – HTML, CSS & JavaScript Project

Built a fully functional calculator using HTML, CSS, and JavaScript, capable of performing basic arithmetic operations with responsive button inputs and live display updates. Implemented dynamic DOM manipulation, event handling, and expression evaluation using the eval() function. The interface features intuitive layout, clean styling, and organized control flow, highlighting your grasp of interactive frontend logic and UI behavior in native JavaScript.

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My Skills

Technical Skills

Html
Css
Java
Machine Learning
Java-script
c
Mysql
Java-script

professional Skils

90%
creativity
85%
communication
75%
problem solving
80%
team leader

Certifications & Training

Python Programming Certification – GUVI x HCL x Google for Education

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Python

I completed a Python Programming certification from GUVI Geek Networks in collaboration with HCL and Google for Education. This course helped me build a solid foundation in Python syntax, control structures, data types, functions, and object-oriented principles—skills that I now apply in both machine learning and web development projects. Issued on July 16, 2025 and verified under Certificate ID: 6715vNC0Eh2q0219J1, this credential reflects my dedication to growing as an AI and full-stack developer. It also highlights my ability to work with industry-relevant tools in a self-paced, structured environment.

Machine Learning Certification – NPTEL, IIT Kharagpur

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Introduction to Machine Learning

Completed an intensive 8-week certification on core machine learning principles offered by IIT Kharagpur via NPTEL. The course covered supervised and unsupervised learning, algorithmic foundations, and real-world applications. Guided by Prof. Haimanti Banerji, I gained hands-on experience in model design and evaluation, reinforced through graded assignments and a proctored exam. This certification demonstrates both my technical competence and dedication to growing in the field of AI.

Machine Learning & AI Training – MIT Moradabad | LogicPro Infosystems

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Machine Learning & Artificial Intelligence

I participated in a 1-week intensive training on Machine Learning and Artificial Intelligence organized by LogicPro Infosystems, held at Moradabad Institute of Technology from April 29 to May 5, 2025. The program was recognized under the Ministry of MSME and the National Internship Portal, and offered practical exposure to real-world ML concepts and AI workflows. Guided by industry professionals, I gained valuable insight into data modeling, algorithmic logic, and intelligent systems—skills that I continue to apply in personal and academic projects. This certificate reflects my proactive approach to hands-on learning and commitment to advancing in the tech domain.

Android Development Training – ShapeMySkills by Ducat & MIT Moradabad

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Android

I successfully completed a 6-week Android Development training program conducted by ShapeMySkills by Ducat, an ISO 9001:2015 certified company, in association with Moradabad Institute of Technology. From April 5 to July 12, 2024, I built practical skills in designing, developing, and deploying Android applications. This experience strengthened my understanding of user interface design, Java-based mobile development, and app functionality. Supervised by industry mentors, the training provided both academic structure and hands-on exposure, expanding my foundation for future mobile-based projects.

Foundations of Cybersecurity – Google via Coursera

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Coursera Learner

I successfully completed the “Foundations of Cybersecurity” course offered by Google through Coursera on January 14, 2024. This program introduced key concepts such as threat landscapes, security frameworks, risk management, and ethical responsibilities in cybersecurity. Endorsed by Amanda Brophy, Global Director of Google Career Certificates, this certification reflects my initiative to understand secure technology environments, safeguard user data, and recognize system vulnerabilities—critical skills for both web development and AI-driven applications. Verified under ID: ZLGVJ73ZZPM, it adds depth to my commitment to responsible and security-conscious design.

Digital 101 Journey Certification – FutureSkills Prime, MeitY-NASSCOM

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Digital 101 journey

I earned a Digital 101 Journey certification through FutureSkills Prime, a digital skilling initiative backed by MeitY and NASSCOM. This foundational course introduced me to core digital concepts, tools, and transformation strategies essential for thriving in tech-enabled environments. Issued on December 20, 2023 and verified under Certificate ID: FSP2023/12/6647485, this achievement underscores my commitment to evolving alongside emerging technologies and staying future-ready in AI and web development. It also reflects my proactive learning mindset and alignment with national initiatives to foster digital growth.

Web Designing Certification – Technoleedge & ASTU Global | MIT Moradabad

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Web Designing(HTML/CSS)

I earned a Web Designing certification for completing a training program focused on HTML and CSS fundamentals. Conducted from September 16, 2022 to January 31, 2023 at Moradabad Institute of Technology, this initiative was organized by Technoleedge Eduresearch Pvt. Ltd. and supervised by ASTU Global Tech, Noida. Through this ISO 9001:2015 certified program, I developed a strong understanding of semantic HTML, responsive layouts, and modern CSS styling—skills that laid the foundation for my frontend development journey and creative UI/UX implementations.

Contact Me

Let's start work together

Great question! Since you're a third-year student with expertise in machine learning, web development, and troubleshooting, your portfolio should not only showcase your skills but also demonstrate your ability to solve real-world problems. Here are some essential and relevant sections to include:

  • tamannadubey71@gmail.com
  • 7300986227

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