Mian Mansoor Ahmad

is available. ✅

Angestellt, NLP Engineer, Spryt

Student, Computer Science, National University of Sciences and Technology, Pakistan

Islamabad, Pakistan

Über mich

Expertise with building Retrieval Based, Closed Domain Conversational AI using RASA chatbot Experience in Data Science Techniques using Python and R Natural Language Processing: ● LLMs: ChatGPT, Langchain, LLama, OPT ● Neural/ Deep Learning: RNN, LSTM, GRU, BERT, DIET, ROBERTA ● Statistical Techniques and Pre-Processing i.e. BoW, Tf-idf, Sentiment Analysis, Word Cloud Computer Vision: ● Architects: ImageNet, ResNet, MobileNet, U Net, SegNet ● Neural/ Deep Learning: CNN, Image Classification, Semantic & Instance Segmentation, Object Detection ● Feature Detection and Desctiption: Edge, corner, blob detection, descriptors, SIFT, SURF, manual features for image classification using Bag of Visual Words Cloud-Native: ● Git, Docker, docker-compose, Kubernetes, Helm, CI-CD, Github Actions, ArgoCD, GCP, AKS, GKE, AWS Hobbies: ● Motorcycle Tutoring, Gym, Swimming, Playing Guitar, Inline Skating, Reading Books, Hiking. Work: mansoor@convsol.com Personal: hi@mianmansoorahmad.com

Fähigkeiten und Kenntnisse

Writing
Python
Data Science
flask
Machine learning
Chatbot
OpenAI ChatGPT
ChatGPT
LLM
TensorFlow
DevOps
GCP
Azure
AWS
RASA
Artificial intelligence
Software
SQL
Computer
Software Development
Docker
Django
MySQL
Git
JavaScript
Computer Science
Deep learning
ML
Cloud Computing
Natural Language Processing
Technology
Application
Analytics
Information technology
IT Application Management
Data Analysis

Werdegang

Berufserfahrung von Mian Mansoor Ahmad

  • Bis heute 11 Monate, seit Juli 2023

    NLP Engineer

    Spryt

    1) Developing Medical Conversational AI platform 2) Designing and developing Prompts for our LLM 3) Creating an optimized NLU pipeline 4) Utilizing Encoders, decoders for a transformer based architecture 5) Dockerizing the micro-services and deploying them in Kubernetes orchestration

  • Bis heute 1 Jahr und 8 Monate, seit Okt. 2022

    Rasa Conversational AI Developer | Top Rated

    Upwork Freelancer

    1) Managing Large clients from different parts of the world, developed complex stories and conversation paths for a psychologist a chatbot. 2) Designed and developed a Spanish chatbot with Custom Graph Sentiment Analysis Pipeline integrated with ChatGPT. 3) Fine-tuned pysentimiento Spanish model and ChatGPT on customer's data. 4) Developed a travel agent chatbot integrated with ChatGPT. 5) Handled Docker compose and Kubernetes Deployment for seamless implementation.

  • Bis heute 2 Jahre und 1 Monat, seit Mai 2022

    Conversational AI Developer

    Convsol

    1) Craft advanced Rasa-based AI assistants, seamlessly integrating ChatGPT and open-source LLMs. 2) Domains include Banking, Customer Support, Healthcare, Auto-industry, and Education. 3) Types encompass FAQ, Knowledge-base, Appointment Scheduling, Customer Support, Financial, and Database interactions. 4) Leverage RAG, vector stores, and prompt engineering for optimal performance and user satisfaction.

  • 6 Monate, Mai 2022 - Okt. 2022

    Rasa & Botfront Developer | Data Analytics | Tableau | 100% Job Success Score

    Upwork Freelancer

    1) Provided Python services for data cleaning, wrangling, and Seaborn/Tableau visualizations to small and large companies. 2) Performed statistical analysis for a US-based MD professional's research, providing significance & correlations. 3) Analyzed research projects and audited finances for a US-based client, designing histograms and Pareto charts with dynamic filtering. 4) Analyzed floods in all US states using NLP techniques, extracting details and assessing impact based on various parameters.

  • 1 Jahr und 2 Monate, Apr. 2021 - Mai 2022

    Rasa & Botfront Development | Docker-compose | 100% Job Success Score

    Upwork Freelancer

    1. Designed and developed a Botfront chatbot for a client in Lithuania in their local language. Addressed multi-tenacity issue using docker-compose on a cloud VM, NGINX configuration, and server management. 2. Assisted a Swiss researcher in hosting images on Flask, and connecting it with chatbot image responses on a cloud VM. 3. Developed a Rasa, Rasa-X chatbot for a German-based Professor. 4. Optimized dynamic stories/forms in Botfront for a US-based showroom

  • 3 Monate, Dez. 2021 - Feb. 2022

    Python Developer/ Tableau Analyst

    ML Sense

    Tableau | Data Analytics: Customer Behaviour Analysis of UK based brands (IKEA, FootAsylum, etc) to increase sales. Furthermore, demographic and inventory analysis, best hours, days, weekdays and month for sales. ReactJs & Django | Website Development: Login, auth with token and user access web development for a major chain of brands for a custom dashboard built using JavaScript libraries.

  • 1 Jahr und 3 Monate, Sep. 2020 - Nov. 2021

    Data Science Executive

    HBL Microfinance Bank LTD

    Python Libraries: Pandas, Numpy, Matplotlib, Seaborn, Plotly, FlashText, DateTime, dash, flask, etc. - Analyzing transaction failures. - Analyzing and ceating a dashboard using semi structured data using FlashText, plotly, streamlit.io, dash, flask, and their dependencies i.e. HTML, Bootstrap, CSS etc. - Sample test preparation for psycometric credit score and analysis. - Data Extraction of business page and messenger using Facebook Graph API. GCP

  • 9 Monate, Aug. 2020 - Apr. 2021

    Python & Data Science tutoring | Rasa development | Rising Talent

    Upwork Freelancer

    1) Rasa & Rasa-X | Technical Testing: Testing and reviewing bugs of a custom web platform built upon Rasa. 2) Python & Data Science | Tutoring (Students/ Professionals): Provided basic Python tutoring to a professional in the UK for career development. Data Science tutoring for a UC-Berkeley student in the USA to enhance Programming and Analytics concepts. 3) Yaml, Python | Blog Writing: Blog writing for significant Python issues in custom YAML format for a European startup.

  • 5 Monate, Mai 2020 - Sep. 2020

    Data Analyst/ Python Developer/ Instructor | Level 1 Seller

    Fiverr.com

    Python, flask, FastAPI, SQL | Tutoring & Backend Development: 1) Developed an algorithm for Rate of Growth using API for different crypto tokens. Further developed the core base algorithm of crypto trading. 2) Teach basic to advanced level Python. 3) Data Analysis and visualization projects.

  • 3 Monate, Feb. 2020 - Apr. 2020

    Trainee Data Scientist

    The First MicroFinanceBank Ltd Pakistan (FMFB-P)

    Python Libraries: Pandas, Numpy, Matplotlib, Seaborn, Plotly, FlashText, DateTime, dash, flask, etc. - Analyzing transaction failures. - Analyzing and ceating a dashboard using semi structured data using FlashText, plotly, streamlit.io, dash, flask, and their dependencies i.e. HTML, Bootstrap, CSS etc. - Sample test preparation for psycometric credit score and analysis. - Data Extraction of business page and messenger using Facebook Graph API. GCP

  • 2 Monate, Dez. 2019 - Jan. 2020

    Math, Physics and Python Grader

    art of problem solving

    Grade Maths, Physics WOOT and Python problems. Use LaTeX to write mathematical equations.

  • 1 Jahr und 3 Monate, Aug. 2018 - Okt. 2019

    Physics Subject Specialist

    tutoria.pk

    Worked in developing a self-learning platform for different educational boards of Pakistan and evolving the curriculum in a more attentive and stimulating environment by using animations. I worked as a Physics and Math Content Developer for High School and College level educational content. Furthermore, I also worked as a 2d-animator using animatron.

Ausbildung von Mian Mansoor Ahmad

  • Bis heute 2 Jahre und 9 Monate, seit Sep. 2021

    Computer Science

    National University of Sciences and Technology, Pakistan

    Activities and societies: Inline Skating, Gym, Swimming, Horse Back Riding, Youth Impact. Core Courses: 1) Mathematical Methods for Computing 2) Advanced Algorithm Analysis 3) Advanced Operating Systems 4) Advanced Theory of Computation Specialization Courses: 1) Machine Learning 2) Deep Learning 3) Natural Language Processing 4) Computer Vision Audit Course: 1) Cloud Computing 2) Semantic Web

  • 7 Monate, Juni 2021 - Dez. 2021

    Cloud Native Application Architecture (Partial)

    Udacity

    Activities and societies: Gave Workshop on building chatbots using the Rasa framework. Attending online Social Events International Slack channels and networking all around the world Udacity Scholarship program aimed to empower candidates for Cloud Native Technologies. Main Courses are: 1) Cloud Native Fundamentals 2) Message Passing 3) Observability 4) Microservices Security 5) CAPSTONE Project: Uda’CityShop

  • 2014 - 2018

    BS Physics with minor in Nanotechnology

    National University of Sciences and Technology (NUST)

    Mech, Calc, Elec & Mag, Lin Al, DE, Modern Physics, Waves & Oscillation, Classical Mech, Electrodynamics, Thermal, Math Methods, Statistical, Quantum Mech, Relativity, Condensed Matter, Astronomy. Material Science, Polymer, Composite, Nanomaterials, Characterization and Novel Techniques.

  • 2 Jahre, Sep. 2012 - Aug. 2014

    High School

    St. Mary's College

Sprachen

  • Englisch

    Fließend

  • Urdu

    Muttersprache

  • Französisch

    Grundlagen

Interessen

Travel
Psychology
Reading
Music
motorcycling
hiking
coding
Management
Leadership skills

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