Welcome! 👋🏻
I'm Mian Mansoor Ahmad
Transforming ideas into intelligent solutions through AI innovation and strategic leadership. Specialized in building advanced conversational systems and LLM-powered applications.
Meet MANSOOR
A journey that began with physics and nanotechnology led me to discover the transformative power of Artificial Intelligence , turning a curiosity into a passionate career
Today, I'm at the forefront of AI Innovation , specializing in Large Language Models and Retrieval Augmented Generation
As an entrepreneur, I'm revolutionizing chatbot industry with AI and building enterprise-grade conversational systems at Convsol
My work combines cutting-edge research in Natural Language Processing with Cloud-Native Architecture , delivering scalable AI solutions that make a real-world impact
Currently building AI Agents and enhanching Conversational AI at Convsol
Work and Education Timeline
Founder & AI Engineer
May 2022 - Present
- • Design, develop and deploy Agentic Chatbot Systems backed with LLMs
- • Hierarchial Agentic Systems to handle different conversation flows and tasks
- • Fine-tune LLMs according to conversation requirements and for specialized outputs
- • RAG techniques to call custom functions, connecting external databases, APIs and tracker stores
- • Creative prompt engineering for LLMs to improve chatbot's performance
- • Integrate with messaging platforms to handle different channels and languages
Skills:
Agentic Chatbot SystemLLMsAgentic SystemsRAGPrompt EngineeringAPI IntegrationMicro-servicesKubernetesDockerOpen Source LLMsHybrid ArchitectureNLU PipelineChatbot Assistant
AI Engineer | Agentic Systems & Prompt Engineering
Oct 2022 - Present
- • Designed and developed Spanish chatbot with Custom Graph Sentiment Analysis Pipeline integrated with ChatGPT
- • Fine-tuned pysentimiento Spanish model and ChatGPT on customer data
- • Created travel agent chatbot integrated with ChatGPT
- • Implemented Docker compose and Kubernetes Deployment
Skills:
RasaChatGPTSentiment AnalysisDockerKubernetesSpanish NLP
AI Engineer
Jul 2023 - Aug 2025
- • Developing Medical Conversational AI Agent
- • Implementing Prompt Engineering, Agentic Systems, and RAG
- • Creating optimized NLU pipeline with Open Source LLMs for chatbot Assistant
- • Utilizing in-house LLMs to create a hybrid architecture
- • Dockerizing micro-services and deploying them in Kubernetes orchestration
Skills:
Agentic Chatbot SystemGuardrailsPrompt EngineeringLLMsRAG TechniquesMicro-servicesKubernetesDockerOpen Source LLMsHybrid ArchitectureNLU PipelineMedical Chatbot
Master of Science in Computer Science
Sep 2021 - Feb 2025
- • Core Courses: Mathematical Methods for Computing, Advanced Algorithm Analysis, Advanced Operating Systems, Advanced Theory of Computation
- • Specialization Courses: Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Big Data Analytics, Large Language Models
- • Audit Courses: Cloud Computing, Semantic Web
Skills:
Machine LearningDeep LearningNLPComputer VisionBig DataCloud Computing
Data Analytics & Chatbot Development
May 2022 - Oct 2022
- • Provided analytics services using Python for data cleaning, wrangling with Seaborn/Tableau visualization
- • Developed Tableau visualizations for a Saudi Arabian kitchen chain during Hajj
- • Conducted statistical analysis for US-based medical research
- • Analyzed US flood data using NLP techniques
- • Consulted on RASA core concepts and Spacy Pipeline development
- • Mentored students on data science, machine learning and deep learning concepts
Skills:
PythonTableauData VisualizationStatistical AnalysisNLPRasaSpacy
Cloud Native Application Architecture
Jun 2021 - Dec 2021
- • Cloud Native Fundamentals
- • Message Passing
- • Observability
- • Microservices Security
- • CAPSTONE Project: Uda'CityShop
Skills:
Cloud NativeMicroservicesMessage PassingObservabilitySecurity
Data Analyst / React Django Developer
Dec 2021 - Feb 2022
- • Conducted customer behavior analysis for UK brands (IKEA, FootAsylum) to increase sales
- • Analyzed demographics, inventory, and optimal sales timing patterns
- • Developed login, authentication, and user access web application using ReactJS and Django
Skills:
Data AnalysisCustomer BehaviorReactJSDjangoAuthentication
Rasa & Botfront Development
Apr 2021 - May 2022
- • Designed multilingual chatbot for Lithuanian client with multi-ethnicity support
- • Deployed solutions using docker-compose on cloud VMs with NGINX configuration
- • Created custom German Spacy pipeline for educational chatbot
- • Implemented dynamic stories/forms in Botfront with MongoDB database integration
Skills:
RasaBotfrontDockerNGINXSpacyMongoDBMultilingual NLP
Data Science Executive
Sep 2020 - Nov 2021
- • Performed text analysis of call center data to identify complaint topics and agent performance
- • Conducted time-series analysis of ATM transaction failures
- • Implemented topic classification of Facebook page posts using LDA
- • Automated chatbot data extraction and database integration
- • Designed and deployed Rasa chatbot including multilingual Spacy NLP models
- • Implemented ML model deployment using Docker and Kubernetes with encryption and load balancing
- • Developed speech recognition Deep Learning model with high accuracy metrics
Skills:
Text AnalysisTime Series AnalysisLDARasaSpacyDockerKubernetesSpeech Recognition
Data Scientist (Internship)
Feb 2020 - Apr 2020
- • Analyzed transaction failure patterns
- • Created dashboards using semi-structured data with FlashText, Plotly, and Streamlit
- • Prepared psychometric credit scoring analysis
- • Extracted data using Facebook Graph API
Skills:
Data AnalysisFlashTextPlotlyStreamlitCredit ScoringFacebook Graph API
Physics Subject Specialist
Aug 2018 - Oct 2019
- • Developed educational content for Pakistani school boards
- • Created Physics and Math content for high school and college level
- • Produced 2D animations using Animatron
Skills:
PhysicsMathematicsContent CreationAnimationEducation
Bachelor of Science in Physics
Sep 2014 - Aug 2018
- • Minor in Nanotechnology
- • FYP on 2d-Mxene hybrid Thermoelectric Materials
- • GPA: 3.2
Skills:
PhysicsNanotechnologyThermoelectric MaterialsResearch