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Ronailson Garcia de Morais
Brasília - Brasilia, Brazil
Senior AI && Fullstack Developer
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3D reconstruction
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4
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Arabic OCR for Identity Card Recognition
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6
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Real Time Object Detection using Jetson Nano
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24
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Profit Pioneers
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11
AI Model Developer
(3)
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Karan Singh
Kangra, India
AI/ML Engineer crafting intelligent systems & AI solutions.
6
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Scientific Image Forgery Detection — Kaggle Competition Participated in the ongoing Kaggle competition on Copy-Move Forgery Detection in Scientific Images, aimed at identifying manipulated biomedical figures that can compromise research integrity. For this challenge, I developed a ResNet50 + U-Net hybrid segmentation model using PyTorch, designed to detect and segment forged regions at the pixel level. My approach combines Dice and Focal losses for balanced training, WeightedRandomSampling to oversample forged images, and Test-Time Augmentation (TTA) to improve prediction robustness. Achieved an initial score of 0.303 on the public leaderboard. I’m continuing to experiment with architecture tuning, learning rate schedules, and other loss functions to further enhance performance and generalization.
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In this project, I developed a Sentiment Analysis Web App using deep learning (CNN) and traditional models to classify text sentiment with high accuracy. The system includes a complete evaluation pipeline comparing CNN, LSTM, Logistic Regression, Random Forest, and Naive Bayes — analyzing performance across multiple iterations and datasets. Key Highlights: Built a Streamlit-based web app for real-time sentiment classification Developed and evaluated multiple models for accuracy and F1-score Created detailed analysis reports and prototype schematics Project here → GitHub Repository (https://github.com/Imkaran04/Sentiment_Analysis_Web_App/tree/main) Reports: Sentiment Analysis Report (PDF), Product Prototype Diagram Tech Stack: Python, Streamlit, TensorFlow/Keras, Scikit-learn, Matplotlib
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I recently fine-tuned the Mistral 7B Instruct model on a dataset of NDA (Non-Disclosure Agreement) documents — building an AI reviewer capable of identifying compliance issues and clause inconsistencies. To make the model more accessible, I converted the trained weights to CPU-compatible files, allowing efficient inference without GPU requirements. Model: Mistral 7B Instruct v0.1 Focus: Legal text review & semantic understanding Tech: PyTorch, Transformers, Kaggle Check out the full notebook here → [Kaggle Project Link (https://www.kaggle.com/code/karansingh123456/nda-reviewer-model-training)] My Kaggle account here → Profile (https://www.kaggle.com/curiouscyborgs) #AI #NLP #SentimentAnalysis #DeepLearning #CNN #LSTM #DataScience #GitHub
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Introducing QuickSynopsis, a fully-featured AI-based summarization and text comparison web app designed for speed, simplicity, and scalability. This project lets users: Generate efficient, context-aware summaries for any text. Compare multiple Summaries to highlight key differences. Enjoy a responsive UI with user authentication. Built using Python (Flask), HTML/CSS/JS, and SQLite/MySQL, QuickSynopsis can easily be customized or deployed to your preferred cloud platform. Key Features: AI-powered summarization & text comparison Signup/login authentication Integrated payment gateway (customizable) Responsive, modern UI/UX Ready-to-deploy setup for Heroku, AWS, or local hosting Explore the repo: GitHub – QuickSynopsis-Version-Control (https://github.com/Imkaran04/QuickSynopsis-Version-control)
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21
AI Model Developer
(3)
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Paolo Perrone
Italy
AI + Data Copywriter & Consultant
$1k+
Earned
1x
Hired
2
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AI: Transforming Industries, Shaping the Future
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33
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Exploring Vector Databases: Empowering AI Applications
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37
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LinkedIn Ghostwriter & Content Creator
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75
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Navigating the Data Chaos A Guide for Non-Technical Founders
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23
AI Model Developer
(2)
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MoonTech OneSixEight
Almelo, Netherlands
Tech Renaissance Leader: AI, FinTech, Web
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QuantumTrade ML Suite
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32
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Multi-MT5 Integrated, AI-Infused Financial Sentiment Engine
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13
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AI MCQ | FIFA
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6
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AI Model Developer
(3)
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Ali Hassan
Rawalpindi, Pakistan
Transforming Data into Actionable Insights 🔍
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SALES PREDICTION USING PYTHON
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214
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IRIS FLOWER CLASSIFICATION
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114
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Titanic Analysis Project
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44
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Bikes Sales Analysis
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233
AI Model Developer
(2)
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Danny Florian
Fort Collins, USA
ComfyUI Workflow Specialist for Production-Ready Assets
New to Contra
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Themed Poster for Halloween Musical Event
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3
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Custom LoRA Model for Pumpkin Carving Stencils
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1
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Innovative Video Production with Wan Video Models
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1
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Ethereum Badge for Podcast
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1
AI Model Developer
(2)
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Waruna Srinath
Colombo, Sri Lanka
Senior Machine Learning Engineer and Data Scientist
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Automated the Camera light of Jetson robot for surgeries
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19
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LLMs Fine Tuning for Specific Use Cases
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13
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3D Data Science Knowledge Graph Visualization
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18
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AI Model Developer
(2)
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FIRAS TLILI
Gafsa, Tunisia
Full Stack Machine Learning Expert
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AI Image Recognition App using Gemini on Vertex AI
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14
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ML Algorithm to minimize cost of manufacturing process
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1
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Auto-Labeling Images with Florence 2 and SAM
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AI-Generated Imagery with Hugging Face Diffusion Models
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17
AI Model Developer
(2)
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Hammad Tahir
Lahore, Pakistan
AI Developer & ML Engineer: Top-notch Expertise
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Yolo v10 - Object Detection and tracking
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312
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AI Agents workflow
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14
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Computer Vision - Detection and Segmentation with Yolo V9
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46
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RAG (Retrieval Augmented Generation) Pipeline
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29
AI Model Developer
(4)
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Swaraj Bari
Jalgaon, India
AI/ML Engineer: Idea to Project Expert
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Self Supervised Image Transformer - YouTube
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1
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Microsoft MIND News Recommendation - YouTube
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3
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The ultimate coding assistant - YouTube
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2
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AI Model Developer
(3)
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Ajay K
Hyderabad, India
LLM & Gen AI Model Developer | ML Projects Expert
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AjayK47/Gemini-File
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9
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Gemma-Model-Finetuning-Using-Lora
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23
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Web-Page-ChatBot-using-Llama-index
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4
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AI Model Developer
(3)
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Viacheslav Ivannikov
Prague, Czechia
Experienced Backend & AI Developer 🧠
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Upwork research
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3
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Scalable Diffusion Models with Transformers (DiT)
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15
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Optimization of stable diffusion
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10
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AI Model Developer
(3)
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Ahsin Shabbir
Detroit, USA
Affordable Solutions: Cloud, AI Data Science
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Automated Document Recognition (ADR)
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16
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Large Language Model AI with Access to Private Enterprise Data
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12
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AI Document Classifier
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10
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Restaurant Supply Chain Order Forecasting using AI
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12
AI Model Developer
(2)
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Muhammad Asim
Pakistan
AI Engineer
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Automated Microscope for Tuberculosis Detection
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15
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Autonomous RC robot
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6
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Muhammad A.
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21
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AI Model Developer
(3)
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Kalyana Sundaram
Coimbatore, India
Flutter & AI Developer
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AghoraGuru/Gabor-Bounding-Box
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21
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AghoraGuru/Image-Upscaling-with-OpenVINO
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25
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GitHub - AghoraGuru/Image-Upscaling-with-OpenVINO: Image upscal…
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15
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AI Model Developer
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Abil Alam
Indapur, India
AI Developer: Automate with AI Bots
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functionality of Perchance pages. This
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5
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functionality of Perchance pages. This
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2
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WIKI
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8
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Text to image
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8
AI Model Developer
(2)
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