About
๐๐ฑ๐ฉ๐๐ซ๐ญ ๐๐๐ญ๐ญ๐๐ | ๐๐จ๐ฉ ๐% | ๐๐๐ญ๐ ๐ฌ๐๐ข๐๐ง๐๐ | ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ | ๐ฅ๐๐
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Welcome! We are seasoned AI experts with over 6 years of expertise in the fields of AI and Machine Learning. Our mission is to make AI accessible and useful for everyone.
At Steps AI, our dedication to pushing the boundaries of artificial intelligence is reflected in every project we undertake. We specialize in Retrieval-Augmented Generation (RAG) technologies, particularly through our proprietary platform AIDE. By combining deep expertise with a focus on innovation, we create advanced AI-driven solutions tailored to the unique needs of our clients. Join us on this exciting journey, and let us help you transform your ideas into impactful AI solutions.
๐๐๐๐๐๐๐/๐๐๐๐๐๐๐๐๐๐:
Amazon (AWS), Samsung, PayPal, Mastercard, NBA, Neiman Marcus, General Mills.
๐๐๐๐๐๐๐๐๐๐:
Retail, Customer service and experience, Banking, Financial Services and Insurance, Healthcare, Real estate, Sports and Entertainment, HR, Marketing, E-commerce, Technology, Manufacturing, Education and training.
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Generative AI, RAG, Conversational AI, Chatbots, NLP, Computer Vision, Deep learning, Document processing, Recommendation engines, Predictive modeling, and AI model deployment.
๐๐๐๐/๐๐๐๐๐๐๐๐:
๐๐๐ง๐๐: Chatbots, RAG, LLM fine-tuning, Document extractions, text generation, text summarization models, Multilingual translation, Video/Image generation, 3D Shape generation.
๐๐ฉ๐จ๐ซ๐ญ๐ฌ: Injury prediction, People tracking and detection, Commentary generation
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๐ข๐ง๐๐ง๐๐: Cashflow analytics, Bank/credit card transaction models, Credit score, and Verification of income
๐๐๐ญ๐๐ข๐ฅ: Recommendation engines
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๐จ๐ซ๐๐๐๐ฌ๐ญ ๐ฆ๐จ๐๐๐ฅ๐ฌ: Demand Forecast Models
๐๐๐: Intent recognition, Entity recognition, Sentiment analysis, text classification, NLU, and language translation
๐๐จ๐ฆ๐ฉ๐ฎ๐ญ๐๐ซ ๐ฏ๐ข๐ฌ๐ข๐จ๐ง: Object detection/tracking, media generation, Face recognition, Image/video captioning. VQA, Image grounding.
๐๐๐๐๐๐:
Project scoping
POC research and development
โ Feature engineering
โ Machine learning/Data science/model building
โ โ Model deployment, and Model Monitoring
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๐๐ซ๐จ๐ ๐ซ๐๐ฆ๐ฆ๐ข๐ง๐ ๐๐๐ง๐ ๐ฎ๐๐ ๐๐ฌ: Python, SQL.
๐๐๐ง๐๐ ๐ฌ๐ญ๐๐๐ค: LLMs, OpenAI APIs, LangChain, GPT models, RAG, Stable Diffusion, Claude, Gemini, LLaMA, MilVus, LLamaIndex, Mistral LLM, Falcon LLM, GGML, Diffusion Models, NERF, Stable Diffusion, DDPM, Transformer models, Model finetuning, and Model quantization
๐๐ฅ๐จ๐ฎ๐: AWS
๐๐๐๐ก๐ข๐ง๐ ๐ฅ๐๐๐ซ๐ง๐ข๐ง๐ : TensorFlow, Keras, PyTorch, MXNET, Scikit-Learn, Numpy, Scipy, Pandas, Huggingface, Transformers, Statsmodels, and TensorRT
๐๐๐ญ๐ ๐ฏ๐ข๐ฌ๐ฎ๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Quicksight, Tableau, Plotly, Seaborn, and Matplotlib
๐๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐๐ง๐ญ: Sagemaker pipelines, GIT, ci/cd, Docker, Kubernetes, Kubeflow, and AWS lambda
MRR is an estimate from Upwork's public figures - not an Upwork-official number.