Profilbild von Parth Singh. Er hat braune Haare. Trägt eine Brille. Hat einen grünen Pullover an.
Profilbild von Parth Singh. Er hat braune Haare. Trägt eine Brille. Hat einen grünen Pullover an.
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Projects

SWDataAIML
€
SWDataAIML
€

From deep learning and predictive analytics to full-stack applications, developed projects delivering intelligent recommendations, detections, and data-driven insights with a focus on performance and usability

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From thought to product Summary Below
  • 01Uber Eats Delivery
  • 02Text2SQL
  • 03Ecommerce Marketplace
  • 04Deepfake Detection
  • 05Weather Dashboard
  • 06House Rent Prediction
  • 07Recommendation System
  • 08Meetup.com

Know more about my projects

  • Uber Eats Delivery.

    Built a responsive food delivery app with seamless ordering experience.

  • Text2SQL

    AI App to convert natural language queries into SQL for data retrieval entwickelt.

  • Ecommerce Marketplace

    Developed a social marketplace enabling users to buy, sell, and engage.

  • Deepfake Detection

    Created CV model to identify manipulated media using computer vision techniques

  • Weather Dashboard

    Designed interactive dashboard visualizing real-time, multi-dimensional weather insights.

  • House Rent Prediction

    Predicted rental prices using advanced ML models and property features.

  • Recommendation System

    Built personalized recommendation engine enhancing user engagement and content discovery.

  • Meetup.com

    Social platform using Graph Neural Networks for advanced link prediction.

Which product categories had the highest sales last quarter?

SELECT category, SUM(amount) AS total_sales
FROM orders
WHERE QUARTER(order_date) = QUARTER(CURDATE()) - 1 AND YEAR(order_date) = YEAR(CURDATE())
GROUP BY category
ORDER BY total_sales DESC;

Projects

Uber EatsOpenClose

Uber Eats
✦ Built feature-rich food delivery app with responsive UI/UX.
✦ Implemented state management (Pinia) and navigation (Vue Router).
✦ Used PrimeVue & Ant Design for sleek, high-performance interface.

Text2SQL OpenClose

✦ Developed NLP pipeline converting natural language queries into SQL statements.
✦ Applied data preprocessing, tokenization, and transformer-based embeddings for accuracy.
✦ Enabled efficient database querying and real-time insights from unstructured text.

Ecommerce MarketplaceOpenClose

Benefits of Marketplace Ecommerce
✦ Developed an eCommerce platform allowing users to buy, sell, like, and comment.
✦ Implemented seamless product posting, browsing, and direct purchasing features.
✦ Focused on responsive design and intuitive user experience for engagement.

Deepfake DetectionOpenClose

Deepfake Image
✦ Developed a deepfake detection model to identify manipulated images and videos.
✦ Utilized computer vision techniques to analyze emotional cues and detect anomalies.
✦ Improved media authenticity verification for enhanced security and trust.

Weather DashboardOpenClose

Deepfake Detection
✦ Built an interactive dashboard visualizing real-time weather data across locations.
✦ Integrated multiple data sources for accurate and up-to-date weather insights.
✦ Designed intuitive UI for easy interpretation and comparison of weather metrics.

House Rent PredictionOpenClose

Deepfake Image
✦ Analyzed 4700+ rental properties using features like location, size, rooms, and amenities.
✦ Leveraged FT-Transformer and XGBoost with hyperparameter tuning for accurate predictions.
✦ Delivered precise rental price estimates for data-driven decision making.

Recommendation SystemOpenClose

Deepfake Image
✦ Developed an intelligent recommendation system providing personalized movie suggestions
✦ Leveraged ML algorithms and recommendation models based on user history and preferences.
✦ Enhanced content discoverability and user engagement through curated recommendations.

Meetup.comOpenClose

Deepfake Image
✦ Developed a social networking platform leveraging Graph Neural Networks (GNNs) for link prediction. ✦ Implemented advanced recommendation systems to suggest relevant connections and events. ✦ Enabled users to interact, connect, and discover communities effectively.

File VaultOpenClose

✦ Developed a secure file vault system that avoids duplicate storage of files
✦ Implemented deduplication algorithms to optimize storage and reduce redundancy.
✦ Enabled efficient file management with fast retrieval and version control.

Model-Evaluation-and-Comparision-SystemOpenClose

✦ Built a platform to evaluate and compare machine learning models efficiently.
✦ Implemented performance metrics, visualizations, and benchmarking across datasets.
✦ Enabled data-driven selection of the best models for deployment and production.

Flight booking appOpenClose

✦ Developed an end-to-end flight booking platform with Flask, Jinja, and MySQL
✦ Enabled users to search, compare, and book flights across multiple airlines
✦ Implemented seat selection, pricing display, and a seamless booking experience.