You will get Custom GenAI LLM POC
Project details
Accelerate your competitive advantage by being first.
We bridge the gap between "experimental AI" and "production-ready value." Our team provides end-to-end expertise, from assessing data readiness and architecting scalable solutions to delivering high-fidelity Proof of Concepts (PoC).
Core Offering: Custom Enterprise Generative AI
We design and deploy custom Generative AI Chatbots utilizing advanced Retrieval-Augmented Generation (RAG) frameworks. By grounding Large Language Models (LLMs) in your internal datasets and secure cloud infrastructure, we transform fragmented data into a high-performance Internal Knowledge Catalyst.
Speed to Value: We move from architecture to tangible results in 2 to 6 weeks.
Technologies, skills, and expertise:
AI Applications -AI TTS, AI-Enhanced Medical Imaging, Conversational AI, Image Processing, Natural Language Generation
AI Development Language- Python
AI Tools -Azure OpenAI, Copy.ai, GitHub Copilot, Hugging Face, Jasper AI, PyTorch, Streamlit, TensorFlow
AI Models-ChatGPT, DALL-E, GPT-4, LLaMA, OpenAI Codex, Stable Diffusion, Whisper
LLM development: RAG Framework
Proof of value
We bridge the gap between "experimental AI" and "production-ready value." Our team provides end-to-end expertise, from assessing data readiness and architecting scalable solutions to delivering high-fidelity Proof of Concepts (PoC).
Core Offering: Custom Enterprise Generative AI
We design and deploy custom Generative AI Chatbots utilizing advanced Retrieval-Augmented Generation (RAG) frameworks. By grounding Large Language Models (LLMs) in your internal datasets and secure cloud infrastructure, we transform fragmented data into a high-performance Internal Knowledge Catalyst.
Speed to Value: We move from architecture to tangible results in 2 to 6 weeks.
Technologies, skills, and expertise:
AI Applications -AI TTS, AI-Enhanced Medical Imaging, Conversational AI, Image Processing, Natural Language Generation
AI Development Language- Python
AI Tools -Azure OpenAI, Copy.ai, GitHub Copilot, Hugging Face, Jasper AI, PyTorch, Streamlit, TensorFlow
AI Models-ChatGPT, DALL-E, GPT-4, LLaMA, OpenAI Codex, Stable Diffusion, Whisper
LLM development: RAG Framework
Proof of value
AI Algorithms
AlexNet, Autoencoder, Generative Adversarial Network, Large Language Model, Long Short-Term Memory Network, Multimodal Large Language Model, Regression Analysis, Transformer Model, YOLOAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Speech, AI-Enhanced Classification, AI-Enhanced Medical Imaging, Anomaly Detection, Conversational AI, Natural Language Generation, Synthetic Data Generation, Text Recognition, Time Series AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, GitHub Copilot, Hugging Face, Jasper AI, NVIDIA AI Platform, PyTorch, Replit, Streamlit, TensorFlowAI Models
AlphaCode, BERT, ChatGPT, GPT-4, GPT-Neo, LaMDA, LLaMA, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$3,000
|
Standard
$5,000
|
Advanced
$12,000
|
|---|---|---|---|
| Delivery Time | 7 days | 20 days | 30 days |
Number of Revisions | 1 | 1 | 1 |
AI Model Integration | |||
Batch Normalization | - | - | |
Database Integration | - | ||
Detailed Code Comments | |||
Image Upscaling | - | - | |
MLOps | - | - | |
Model Deployment | - | - | |
Model Documentation | |||
Model Monitoring | - | ||
Model Testing & Optimization | - | - | |
Model Tuning | - | - | |
Natural Language Processing | |||
NLP Tokenization | - | ||
Pre-Training | - | - | |
Prompt Engineering | |||
Setup File | - | ||
Source Code |
About Muhammad Umair
Full Stack Machine Learning Engineer | Generative AI | Data Eng.
Lahore, Pakistan - 11:13 pm local time
I am a full-time freelancer with over 40 hours of weekly availability. I'm always prepared to schedule meetings according to your time zone preference, and I guarantee timely project completion to ensure your 100% satisfaction.
Key Accomplishments
🏆 Boosted customer service efficiency by 50% through intelligent chatbot development.
🏆 Reduced response times by 40% with human-like virtual assistants.
🏆 Improved customer satisfaction scores by 30% using sentiment analys
I offer specialized services in:
☑️ Natural Language Processing(NLP): Models for question answering, named entity recognition, sentiment analysis, similarity detection, speech-to-text, chatbots, passage re-ranking, document layout token classification, text summarization (BART, T5).
☑️ Large Language Models: OpenAI's ChatGPT, GPT-4, LangChain, Pinecone, Vectara, vector databases, Elasticsearch, large text analysis, report summarization and generation, long-form question answering, LLM training/deployment (including LLAMA-2), prompt engineering, responsible AI.
☑️ AI Calling Assistants: Development of AI assistants using in-house cloud infrastructure and custom-trained models, providing independence from third-party systems.
☑️ Generative AI and GANs: Super-resolution models, stability models, text-to-image, image enhancement, synthetic image/video/audio generation, voice cloning, text generation, diffusion models.
☑️ Deep Learning Frameworks: PyTorch, TensorFlow, HuggingFace, MMSegmentation, Spacy, NLTK, MediaPipe, AutoML, CoreML, MATLAB, JAX.
☑️ Machine Learning Frameworks: Scikit-Learn, XGBoost, OpenCV, NumPy, SciPy, SymPy, Pandas.
☑️ Data Engineering: Data collection, annotation, deep-learning model training, inference, cloud deployment, workflow orchestration (Airflow, Prefect), data quality (Great Expectations).
☑️ ETL Tools: WSO2 Streaming Integrator, Siddhi Scripting, Apache Kafka, Debezium Connectors, Change Data Capture (CDC), cloud-native ETL (AWS Glue, Azure Data Factory).
☑️ Computer Vision: Models for face detection and recognition, pose estimation, object detection, segmentation, panorama stitching, homography warping, 3D computer vision (Open3D, PCL).
☑️ Recommendation Systems: User- and item-based recommendations incorporating watch/visit history, interests, search data, popularity metrics, collaborative filtering, content-based filtering.
☑️ Predictive Analytics: Time series forecasting (with probabilistic approaches), anomaly detection, root cause analysis, KPI development, data interpretation, hybrid forecasting models for improved accuracy.
☑️ Data Visualizations: 2D/3D visualizations using Matplotlib, Seaborn, Tableau, Pyrender, Open3D, point clouds, image transformations, interactive visualizations (Dash, Plotly).
☑️ Back-end Development: Flask APIs, NodeJS, Laravel, containerization (Docker, Kubernetes), serverless (AWS Lambda).
☑️ Databases: MySQL, MongoDB, Cassandra, Redis, Elasticsearch.
☑️ Clouds: AWS (EC2, Elastic Beanstalk, EKS, Lambda, Sagemaker, S3), Google Cloud Platform, Digital Ocean, Azure, MLOps (Vertex AI, SageMaker).
Beyond technical skills, I bring a unique combination of strategic vision, user empathy, and entrepreneurial spirit to every project. Here's why I stand out:
👉 𝟏𝟎𝟎% 𝐂𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐒𝐚𝐭𝐢𝐬𝐟𝐚𝐜𝐭𝐢𝐨𝐧: I consistently deliver solutions that exceed expectations, with a track record of 100% client satisfaction.
👉 𝐑𝐚𝐩𝐢𝐝 𝐏𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐢𝐧𝐠 & 𝐈𝐭𝐞𝐫𝐚𝐭𝐢𝐨𝐧: I leverage my understanding of AI to rapidly prototype and iterate on AI solutions, minimizing development time and maximizing value.
👉 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬-𝐃𝐫𝐢𝐯𝐞𝐧 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡: I don't just build AI, I understand the business context and use AI to solve real-world problems that drive tangible results.
👉 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐯𝐞 𝐏𝐚𝐫𝐭𝐧𝐞𝐫: I believe in building strong partnerships with my clients, working closely to understand their needs and exceed their expectations.
👉 𝐂𝐫𝐞𝐚𝐭𝐢𝐯𝐞 𝐏𝐫𝐨𝐛𝐥𝐞𝐦-𝐒𝐨𝐥𝐯𝐞𝐫: I thrive in complex challenges and bring my creative problem-solving skills to every project, finding innovative solutions where others see obstacles.
👉 𝐃𝐚𝐭𝐚-𝐃𝐫𝐢𝐯𝐞𝐧 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: I'm passionate about using data to continuously improve my AI solutions, ensuring they deliver sustained value over time
I'm ready to tackle your most complex challenges at the intersection of data and machine learning. Let's design a robust, data-driven solution to optimize your processes and drive meaningful outcomes. Reach out to learn how I can help.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Umair can start the project.
Delivery time starts when Muhammad Umair receives requirements from you.
Muhammad Umair works on your project following the steps below.
Revisions may occur after the delivery date.
Custom GenAI LLM POC
Launch & Test AI chatbots with RAG. Fast Proof of Concept.