Mian Mansoor Ahmad
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
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