You will get AI Business Assistant using OpenAI, FastAPI & React
Project details
Transform your business with a custom AI Business Assistant built specifically for your organization.
I develop secure, enterprise-grade AI assistants that go far beyond a basic chatbot. Your AI assistant can answer employee questions, search company documents, query business databases, summarize CRM data, generate reports, draft professional emails, and automate repetitive workflows.
With 20+ years of software engineering experience and expertise in React, FastAPI, Python, OpenAI, and enterprise systems, I build scalable AI solutions tailored to your business processes. Whether you need an internal knowledge assistant, document intelligence, workflow automation, or AI integrated with your CRM or ERP, I will deliver a secure, maintainable, and production-ready solution.
Every project includes clean architecture, documented source code, and a solution designed for future growth.
I develop secure, enterprise-grade AI assistants that go far beyond a basic chatbot. Your AI assistant can answer employee questions, search company documents, query business databases, summarize CRM data, generate reports, draft professional emails, and automate repetitive workflows.
With 20+ years of software engineering experience and expertise in React, FastAPI, Python, OpenAI, and enterprise systems, I build scalable AI solutions tailored to your business processes. Whether you need an internal knowledge assistant, document intelligence, workflow automation, or AI integrated with your CRM or ERP, I will deliver a secure, maintainable, and production-ready solution.
Every project includes clean architecture, documented source code, and a solution designed for future growth.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI-Generated Code, AIOps, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Hugging Face, PyTorch, StreamlitAI Models
ChatGPT, GPT-4, LLaMA, WhisperWhat's included
| Service Tiers |
Starter
$250
|
Standard
$900
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 20 days |
Number of Revisions | 2 | 3 | 5 |
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 |
Frequently asked questions
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JJ
Jamar J.
Jul 20, 2026
Senior API Integration Developer
I hired Muhammad for automation work and instead of disclosing his inability to handle, he wasted a lot of time and ultimately I had to source other candidates.
SE
Seme E.
Mar 23, 2024
Database Development and design with Frontend
AH
Azmi H.
Sep 4, 2023
Fix sql query
KP
Kevin P.
Mar 16, 2023
Bigquery Google Analytics ELT Job
I had an excellent experience working with Muhammad Kashif Irshad, CTO of Strategic Soft LLC, on a project to build a data pipeline for Firebase Analytics data stored in BigQuery through GA4. Muhammad was highly knowledgeable and experienced in building data pipelines and ELTs, and he was able to deliver a high-quality solution that met all of our requirements.
The pipeline Muhammad built was able to run on a schedule and load all of our Firebase project data from BigQuery to a destination table in an incremental fashion. Throughout the project, he provided clear communication and detailed explanations of his work, including comments throughout the code that explained its functionality and how to use it. He also had a strong data field background that ensured the code was optimized for data processing.
In addition to delivering the assignment ahead of time, Muhammad also helped to deploy it on the GCP production project, which saved us a lot of time. Because of his excellent work, we gave him a second assignment of loading zipped CSVs from a GCS bucket to BigQuery, which he delivered in the same fashion.
Overall, I highly recommend Muhammad Kashif Irshad and his agency Strategic Soft LLC for any project involving data pipelines, Firebase Analytics, Google Analytics (GA4), Google Cloud Storage, SQL, Python and BigQuery. They delivered on time and on budget, and up to the quality. I would gladly work with them again in the future.
The pipeline Muhammad built was able to run on a schedule and load all of our Firebase project data from BigQuery to a destination table in an incremental fashion. Throughout the project, he provided clear communication and detailed explanations of his work, including comments throughout the code that explained its functionality and how to use it. He also had a strong data field background that ensured the code was optimized for data processing.
In addition to delivering the assignment ahead of time, Muhammad also helped to deploy it on the GCP production project, which saved us a lot of time. Because of his excellent work, we gave him a second assignment of loading zipped CSVs from a GCS bucket to BigQuery, which he delivered in the same fashion.
Overall, I highly recommend Muhammad Kashif Irshad and his agency Strategic Soft LLC for any project involving data pipelines, Firebase Analytics, Google Analytics (GA4), Google Cloud Storage, SQL, Python and BigQuery. They delivered on time and on budget, and up to the quality. I would gladly work with them again in the future.
JN
Jonathan N.
Mar 14, 2023
Data Engineering & Analytics
About Muhammad Kashif
AI Integration Engineer | RAG & Chatbots | Python | React | Full-Stack
94%
Job Success
Lahore, Pakistan - 2:42 am local time
My own product proves it. Irshad AI Employee is a SaaS I built and run alone: a business uploads its documents, and an AI employee answers its customers on WhatsApp, a website widget, and a web portal. Every answer cites the exact document and page it came from. It reads 3,400+ documents today, including a full Pakistani law library of statutes and High Court judgments, and it refuses to answer when the documents don't hold the answer. That refusal is the feature — it's what makes AI safe enough for law firms and clinics to trust.
For clients I do the same work: RAG pipelines, OpenAI integration, chatbots, multi-tenant SaaS with usage metering, plus the React/TypeScript front ends and Python back ends around them (Django, FastAPI, PostgreSQL with pgvector, BigQuery, Google Cloud, AWS).
Before AI, I spent years in data engineering — Snowflake, DBT, Airflow, Power BI, including EMAAR in Dubai. RAG is a data pipeline with a model at the end, and that background is why mine hold up in production.
18 years in software. Message me and I'll send a link where you can try the product yourself — it answers better than any profile can.
See "Irshad AI Employee — IrshadOS" in my portfolio below for screenshots, a demo video, and the live link.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Kashif can start the project.
Delivery time starts when Muhammad Kashif receives requirements from you.
Muhammad Kashif works on your project following the steps below.
Revisions may occur after the delivery date.
Project Discovery & Requirements
I review your business goals, existing systems, documents, and technical requirements to define the best AI solution.
Solution Design
I design the AI architecture, select the appropriate AI model, define integrations, prompts, workflows, and security approach before development begins.