Farid Ullah
Senior Machine Learning Engineer at ToktoAI- Claim this Profile
Click to upgrade to our gold package
for the full feature experience.
Topline Score
Bio
Credentials
-
Fine Tune BERT for Text Classification with TensorFlow
CourseraFeb, 2023- Sep, 2024 -
Advanced Deployment Scenarios with TensorFlow
DeepLearning.AIDec, 2022- Sep, 2024 -
AI
PIAICDec, 2021- Sep, 2024 -
Natural Language Processing with Attention Models
Deep learning courseraFeb, 2021- Sep, 2024 -
Natural Language Processing with Sequence Models
DeepLearning.AIFeb, 2021- Sep, 2024 -
MTA: Introduction to Programming Using Python - Certified 2020
MicrosoftMar, 2020- Sep, 2024 -
AI for Everyone
deeplearning.aiOct, 2019- Sep, 2024
Experience
-
ToktoAI
-
Pakistan
-
IT System Design Services
-
1 - 100 Employee
-
Senior Machine Learning Engineer
-
Jan 2020 - Present
Working Area: - Developing Chatbots Application. - Created API's in Flask, Fast and Django. - Django Base Web Application connected with MongoDB. - Worked on remote testing of API on the remote server by using Ngrok and postman. - Deployment of web Applications on the different specs of AWS EC2 instances. - Worked on Gunicorn + Nginx Server and automated restart with system config. - Created Docker images of web base Applications and Deployed them on AWS. - Tested response time by using the ONNX model vs .pt ( Models) on AWS instances. - Trained Different models like LSTM, RNN, BILSTM, Transformers, USE, DistilBert, and SentBert. The last two models are used as embedding layers in TensorFlow Deep learning model Architecture and other models like Random Forest, Xgboost, LightGBM, SVM, Logistic Regression, single Linear and multi Linear regression used in different piplines . - Worked on environment setup for running DeepStream python application on local PC and also setup enviroment for TAO tool kit for training and finetuning yolov4 model for computer vision analytics project named ( Safety Measurement of Construction site) the model build for this project integrated in DeepStream python Application and deployed on Jetson AGX axavier. the goal of this project is to monitor real time saftey measurements like detecting helmet and without helmet persons and also to montor balcony is placed or not placed, the application also log real time metadata to csv file and also show on montoring screen that the construction site is Safe or Unsafe based on specific conditons. - Used linux based OS for development that is Ubuntu. - Used Openai models. Show less
-
-
-
PIAIC
-
Pakistan
-
E-Learning Providers
-
1 - 100 Employee
-
Learned Materials Related to Data Scientist / Data Analyst
-
Dec 2019 - Dec 2021
Completed All road maps and achieved AI certificate From PIAIC - Python from basic to advance ( Used different platforms ) - Deep Learning with Python ( book ) - Hands-on Practice with Data Analysis with Python ( book ). - Learn Amazon Sage Maker ( book ) - Docker basic ( book ) - Linux Basic Command ( book ) - Git ( version control ) - Hands-on Practice with Tensorflow and computer vision ( book ) Completed All road maps and achieved AI certificate From PIAIC - Python from basic to advance ( Used different platforms ) - Deep Learning with Python ( book ) - Hands-on Practice with Data Analysis with Python ( book ). - Learn Amazon Sage Maker ( book ) - Docker basic ( book ) - Linux Basic Command ( book ) - Git ( version control ) - Hands-on Practice with Tensorflow and computer vision ( book )
-
-
-
Experts Vision Engineering and Technology Innovations (Pvt.) Ltd.
-
IT Services and IT Consulting
-
Machine Learning Enginee
-
Feb 2018 - Dec 2019
Resume Ranker This was design for helping Recruiter Agency finding their best person for short list. we used different NLP models for resumes that we had trained on custom dataset for a downstream task. This project consist of hybrid models approach . Worked within team and achecieve many milestones and faced alot of challanges . Resume Ranker This was design for helping Recruiter Agency finding their best person for short list. we used different NLP models for resumes that we had trained on custom dataset for a downstream task. This project consist of hybrid models approach . Worked within team and achecieve many milestones and faced alot of challanges .
-
-
Education
-
2019 - 2021
PIAIC
AI, Artificial Intelligence -
2019 - 2021
Riphah International University
MS IS, Information Security & Data Scence (Core subjects ) -
2013 - 2017
University of Azad Jammu and Kashmir
BS Software Engineering, Computer Science -
1999 - 2017
Oxford public school
Community
