Train ML Model for Text Classification

@koolvishruth

Hello, I am Machine Learning Engineer from Bangalore with 8 years of experience in Training,evaluation. Lets connect

@glanegonsalves

Hey there Glane here, hope you're doing well. I can help you building a custom model or a pretrained model like Bert, Roberta for text classification focusing on accuracy, precision, recall, f1 score etc.

@nrajuu07

With my comprehensive skillset in Data Science, Machine Learning, and Statistics, I am confident that I am the ideal candidate to train your ML model for text classification. My proficiency in Python, alongside libraries like TensorFlow and PyTorch, allows me to effectively manipulate and analyze data, as well as build and optimize models like the one you need. I can entrust you that you will receive a high-quality result aligned with your requirements. Above all else, what sets me apart is my passion for leveraging data to unlock insightful narratives. I adopt an exploratory approach that will actively work towards identifying patterns and ensuring that the model evaluation metrics are correctly tuned with optimal model performance. Let's join hands to build a compelling solution that precisely classifies texts and brings significant value into your business. Looking forward to a fruitful collaboration!

@shadabkhan92

As a full-stack development team, we recognize the power of Machine Learning and how it can revolutionize the way we process and interpret complex data. Our team Members' in-depth experience in software development, especially Python, will be indispensable for training your ML model for text classification. Drawing from our extensive exposure in ML libraries (TensorFlow, PyTorch), handling large-scale datasets, and implementing NLP techniques, we guarantee effective model training. Additionally, we are skilled in preprocessing and extracting key insights from text data. Our expertise does not end with model training; we understand that choosing relevant evaluation metrics and fine-tuning the models are critical for optimal performance. We have a proven track record in surpassing expectations due to our meticulous approach to achieve the best results possible. With us working on your project, you can trust that efficiency, accuracy, and timeliness will be prioritized throughout the entire process.준

@amgadmourad18

Hello , i'm an AI engineer and i'm ready to finish your AI task easily and with fasy delivery . ready to start right now .

@pebambang5

Hello, I have read the outline of your project, and I’m sure can solve the task, provide correct result, free revision guarantee. My background is in statistics and applied mathematics using Python/R/JS programming for model statistics, predictive analytics, machine learning and artificial intelligence. I’m an expert in various model regression, hypothesis analysis, NLP/TEXT classification, NLP/Fraud/Anomaly analysis, use TensorFlow, PyTorch, CNN, provide in python notebook, file html/pdf/word, complete with the charts. Please share your data, I'm available, discuss detailed requirements, budget/time negotiable. Thank you. Best rgds, Bambangpe

@mouniir10

Hello, I’m a data scientist specializing in NLP and text classification. I work with Python, TensorFlow, and PyTorch, handling large text datasets with robust preprocessing. I can train, tune, and evaluate models with clear metrics, delivering clean, reproducible code ready for deployment.

@AZTURK1

Hi there, I will train a production-ready text classification model using your text data; my background in Python ML (TensorFlow/PyTorch) and NLP preprocessing makes me a strong fit for accurate, scalable results. - Deliverable: cleaned and tokenized dataset + preprocessing pipeline (tokenization, padding, embeddings) - Deliverable: trained model (TensorFlow or PyTorch) with saved weights and inference script (API-ready) - Deliverable: evaluation report (precision/recall/F1, ROC, confusion matrix) and hyperparameter tuning logs - Risk/Quality: staged training with validation, early stopping, reproducible seed, rollback to best checkpoint for minimal risk Skills: ✅ Python ✅ TensorFlow / PyTorch ✅ NLP preprocessing & tokenization ✅ Dockerized deployment / cloud-ready hosting ✅ Model evaluation, tuning, and reproducibility ✅ Data pipeline optimization for large text datasets Certificates: ✅ Microsoft® Certified: MCSA | MCSE | MCT ✅ cPanel® & WHM Certified CWSA-2 I’m available to start immediately; What is the size and format of your dataset (CSV/JSON), and do you have labels already or need annotation? Best regards,

@divyam12345

Dear Sir/Madam, I have experience in machine learning and NLP, and I am confident that I can build a text classification model that meets your requirements. I can handle data preprocessing, model training using Python libraries like TensorFlow or PyTorch, and ensure good performance through proper evaluation and tuning. Let’s connect in the chatbox to discuss the project further, including the budget and timeline. I am ready to work with you, please connect in the chatbox for further discussions. Thank You. Dr. Divya.

@Mayanks010

Hi there, You’re absolutely in the RIGHT PLACE. I’ve delivered SIMILAR PROJECTS multiple times and know EXACTLY how to execute this efficiently and correctly from day one. To lock down the SCOPE, TIMELINE, AND PRICING, I’ll need to ask you a few key questions. Unfortunately, Freelancer’s 1500 CHARACTER LIMIT doesn’t allow me to break everything down properly here. Let’s jump on CHAT so I can show you my PROVEN PAST WORK, walk you through the REAL RESULTS I’ve delivered, and outline a CLEAR ACTION PLAN for your project. You’ll immediately see why my approach is DIFFERENT and EFFECTIVE. If you’re serious about getting this done RIGHT, I’m ready to move forward. Looking forward to CONNECTING and WINNING TOGETHER. Cheers, Mayank Sahu

@umairdevlab

With my extensive experience as a Flutter developer and AI Engineer, I'm confident in my abilities to handle your text classification project efficiently. I am highly skilled in using Python and ML libraries such as TensorFlow and PyTorch - crucial attributes for any ML-related work. Not only am I proficient in these languages, but also adept at deep learning and generative AI models like GPT. In terms of my NLP experience, I have dealt with preprocessing and managing large text datasets before, precisely because of their vital role in training accurate models. Additionally, my knowledge of model evaluation metrics and tuning is an asset that guarantees optimal model performance for your task. Overall, employing sophisticated techniques bespeaks making astute choices of the right freelancer to handle such projects. Given my background in data science, machine learning (ML), natural language processing, Python, as well as unique specializations in Flutter AI – especially relevant for handling complex projects like text classification – I confidently assert myself as the best candidate for your project. To witness the power of AI in your project, feel free to message me for a consultation or tailored quote!