You will get Translation, ChatBots, Text generation, Text2Text Generation
You will get Translation, ChatBots, Text generation, Text2Text Generation
Project details
Skill as an LLMOps Expert
✔️ Chatbots: Proficient in developing interactive and user-engaging chatbots using natural language processing.
✔️ Data Security: Ensuring robust data security measures for protecting sensitive information and user privacy.
✔️ Custome Models and Fine-Tuning: Implementing and fine-tuning custom large language models for optimized performance.
Frameworks:
✔️ Alpaca Farm: Utilizing for learning from human feedback and reinforcement learning.
✔️ Flax: Proficient in Flax neural network library for flexible and powerful model creation.
✔️ GGML: Skilled in GGML tensor framework for efficient large model execution and web integration.
✔️ Hugging Face: Active user of Hugging Face and its Transformers library for Transformer models.
✔️ Lamini: Expertise in Lamini LLM platform for fine-tuning and optimization of self-hosted LLMs.
✔️ LangChain: Experience with LangChain framework for language model applications and dynamic modules.
✔️ LlamaIndex: Hands-on experience with LlamaIndex for custom data augmentation in LLMs.
✔️ LMFlow: Skilled in LMFlow toolbox for finetuning large language models with various backbones.
✔️ Chatbots: Proficient in developing interactive and user-engaging chatbots using natural language processing.
✔️ Data Security: Ensuring robust data security measures for protecting sensitive information and user privacy.
✔️ Custome Models and Fine-Tuning: Implementing and fine-tuning custom large language models for optimized performance.
Frameworks:
✔️ Alpaca Farm: Utilizing for learning from human feedback and reinforcement learning.
✔️ Flax: Proficient in Flax neural network library for flexible and powerful model creation.
✔️ GGML: Skilled in GGML tensor framework for efficient large model execution and web integration.
✔️ Hugging Face: Active user of Hugging Face and its Transformers library for Transformer models.
✔️ Lamini: Expertise in Lamini LLM platform for fine-tuning and optimization of self-hosted LLMs.
✔️ LangChain: Experience with LangChain framework for language model applications and dynamic modules.
✔️ LlamaIndex: Hands-on experience with LlamaIndex for custom data augmentation in LLMs.
✔️ LMFlow: Skilled in LMFlow toolbox for finetuning large language models with various backbones.
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, BERT, Caffe, deeplearn.js, fastText, GitHub Copilot, Google Sheets, GPT-3, Keras, Kubeflow, Microsoft Excel, Minitab, MLflow, NLTK, Python, PyTorch, SciPy, Scrapy, TensorFlow, TextBlob, Word2vecWhat's included
| Service Tiers |
Starter
$4,000
|
Standard
$5,000
|
Advanced
$7,000
|
|---|---|---|---|
| Delivery Time | 30 days | 40 days | 60 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 3 | 3 | 3 |
Number of Scenarios | 3 | 5 | 8 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
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About Abdul Rehman
Expert AI Developer | Data Science | Machine Learning | MLOps Engineer
Lahore, Pakistan - 4:06 pm local time
I am a Software Engineer with a passion for solving real-world challenges using cutting-edge technologies. With over seven plus years of experience in machine learning (ML), natural language processing (NLP), and computer vision (CV), I've worked across diverse industries, crafting end-to-end solutions that drive tangible results.
Tech Stack:
✔️ Deep Learning
I am adept at using deep learning frameworks like TensorFlow, Keras and PyTorch for tabular, natural language and vision data.
✔️ Computer Vision
I leverage an arsenal of powerful tools, including OpenCV, Faster RCNN variants, and all YOLO versions.
✔️ Natural Language Processing:
I am proficient in NLP tools such as NLTK, spaCy, TextBlob and Hugging Face Transformers.
✔️Text Mining
I have honed my skills in text pre-processing, classification and clustering for applications such as Information Retrieval, Topic Modeling and Sentiment Analysis. Models I have worked with include Latent Dirichlet Allocation (LDA) and Non-negative Matrix Factorization (NMF).
✔️ Machine Learning
I have expertise in various ML techniques, including dimensionality reduction (PCA), classification (KNN, SVM, NB, DT, RF, GBM) and Deep Neural Networks. I am also skilled in Recency, Frequency, Monetary Value (RFM) Analysis using clustering (Hierarchical & K-Means), and Market Basket Analysis using Association Rule Mining.
✔️ Statistical Modeling
I possess a strong grasp of Linear Regression, Logistic Regression, Multi-nominal Logistic Regression, and various regularization techniques like Ridge Regression and Lasso Regression.
✔️ Deployment Tools
I have worked with a variety of deployment tools such as Flask, FastAPI, Gunicorn, Nginx, Docker, AWS/Azure, and Apache HTTP.
✔️ Storage
I'm well-versed in handling diverse storage systems like ELK, MongoDB, MySQL/SQL, and Elastic Search, ensuring your data is organized and accessible at all times.
Let's embark on a transformative journey together, where your data meets the power of cutting-edge technologies.
Get in touch with me, and let's take your project to new heights of success!
Steps for completing your project
After purchasing the project, send requirements so Abdul Rehman can start the project.
Delivery time starts when Abdul Rehman receives requirements from you.
Abdul Rehman works on your project following the steps below.
Revisions may occur after the delivery date.
Project Planning
Model Development