Wajeeha Imtiaz

Wajeeha Imtiaz

AI & Machine Learning Engineer specializing in NLP and Computer Vision

Based in: Islamabad, PakistanMost recently: Software Developer, NokiaExperience: 2 years

Hire me

A professional and self-motivated engineer with extensive experience in developing LLM models, time series analysis, and computer vision solutions. She has a proven track record of delivering complex AI projects, from multilingual chatbots to predictive maintenance systems, across various industry sectors.

Experience

Software Developer

NokiaworkMar 2025 – Jun 2025
Responsible for designing and managing the database architecture of the project, including the creation of all database tables and development of corresponding APIs. Ensured efficient backend performance through well-structured code and thorough API testing.
Database ArchitectureAPI DevelopmentAPI TestingBackend Development

Associate Data Science Engineer

BrickclayworkOct 2023 – Mar 2025

Summary

I got extensive trainings for the time series project in which the goal was to maximmize customer retention by predicting the customers that will leave in future. After that I started working on an NLP project in which I did OCR using Azure Computer Vision API. Now I am working on some LLM models including GPT to extract the required information given some input text. I also worked on OpenAI whisper model for Speech to Text in Portuguese language.

What I did

  • Participated in extensive trainings for a time series project aimed at maximizing customer retention by predicting churn.
  • Executed an NLP project performing OCR using Azure Computer Vision API.
  • Developed solutions using LLM models including GPT to extract required information from input text.
  • Implemented OpenAI Whisper model for Speech to Text (STT) in Portuguese language.
  • Detected true cases of customer attrition through predictive modeling.

Results

  • Developed a churn prediction model that identified customers expected to leave, enabling the business to implement precautionary measures to prevent loss.
Time SeriesNLPOCRAzure Computer Vision APILLMGPTOpenAI WhisperSpeech to Text

AI/ML Intern

Folio3 SoftwareinternshipJul 2023 – Sep 2023

Summary

My first project in folio3 was in the domain of computer vision in which I was working on a horse racing project. I had to detect the horses in an animated aerial view and then map those points to the real longitude and latitudes of that map. Then I implemented a general logo detector model using yolov8 and contrastive learning appraoch. In my third project I developed a multilingual chatbot using Cohere and llama2 which was able to respond to the questions asked in any language given the training dataset in a different language. I was then teamed up in a RUL(Remaining Useful Life ) prediction project. Our purpose was to predict the machines which are going to be expired in future after a particular period of time using pycaret for anomaly detection and then analyzing which features are contributing more in these results.

What I did

  • Worked on a computer vision horse racing project involving horse detection in animated aerial views and mapping points to real-world coordinates.
  • Implemented a general logo detector model using YOLOv8 and contrastive learning approaches.
  • Developed a multilingual chatbot using Cohere and Llama2 capable of cross-lingual response generation.
  • Contributed to a Remaining Useful Life (RUL) prediction project to forecast machine expiration.
  • Utilized PyCaret for anomaly detection and feature importance analysis.

Results

  • Supported German, Urdu, English, French, and several other languages
  • Achieved response latency between 2 and 5 seconds
Computer VisionYOLOv8Contrastive LearningCohereLlama2PyCaretAnomaly DetectionRUL Prediction

Skills

Technical

PythonPython
TensorflowTensorflow
Deep Learning
Pandas
Numpy
Natural Language Processing (NLP)
Computer Vision
Microsoft Azure
Time Series Analysis
Keras
YOLOv8
Scikit-Learn
SQLSQL
CSSCSS
CC
C++C++
HTMLHTML
RASA API
FigmaFigma
RNN
Cohere
Llama2
Rapid prototyping
n8n
AI agents

Projects

License Plate Detection

Developeracademic
Using image processing techniques we made this project in which we were detecting license plate of different cars and then extracting them from the image then using OCR techniques we got that in form of the actual characters and numbers and saved it in a file for future usage.
Image ProcessingOCRComputer Vision

AI Automation Exploration

personal
Exploring n8n and AI agents independently to gain hands-on experience in orchestration and automation.
n8nAI agents

Quran Teaching App for Blind

Developerpersonal
I am working on a Quran teaching application using Haptic sensor gloves. I am converting speech to text and then applying techniques for mapping each letter to the sensors on the smart glove.
NLPSpeech to TextHaptic SensorsHardware Mapping

Toxic Comment Classification

Developerpersonal
We are working on a toxic comment classification task. In which any hatred or toxic comment would be classified using the machine laening models. This project would be using textual data and thrigh the techniques of natural language processing we would be able to achieve our goal.
NLPMachine LearningText Classification

Fraud Detection System

Developerpersonal
In this project I have used three machine learning algorithms which includes statistical approach, decision tree approach and neural networks to train our models and then identifying the best model from the obtained accuracy.
Statistical ModelingDecision TreesNeural NetworksMachine Learning

FYP [CricAce]

Lead Developeracademic
We worked on our FYP in which we analysed the gameplay of the players by identifying their strong and weak points and then made predictions for the best player against the opponent team player. We used videos of cricket for this purpose using AI/ML and Deep learning techniques.
AI/MLDeep LearningComputer VisionVideo AnalyticsYOLOv8RNN

NasCon'22 [BotBaazi]

Participantacademic
I have participated and got 3rd position in FAST's annual competition in Artificial Intelligence and machine learning domain. I which we created a roman Urdu chatbot.
NLPChatbot DevelopmentRoman Urdu Processing

Roman Urdu Chatbot

Developerpersonal
Built a chatbot logic and backend using Roman Urdu script within a few hours for the NasCon competition.

Education

Bachelors in Computer Science

NUST (SEECS H-12 Campus)Computer Science2019 – 2023

Thesis. CricAce - AI/ML & Deep Learning Project

Societies & activities

Student Government Association (SGA)Youth Entrepreneur Society (YES)

Intermediate

ICG F-6/2 Islamabad2017 – 2019

Matric

IMCG F-10/2 Islamabad2015 – 2017

Recognition

Awards

3rd Position in AI/ML Competition [NasCon'22]

FAST NUCES2022

Participated in BotBaazi competition and secured 3rd position by creating a Roman Urdu chatbot.

Event Head on Bake Sale

Project Insaniyat

Third Position

NasCon

Awarded third place for a Roman Urdu chatbot project built under a tight deadline.

Certifications

Microsoft Certified: Azure Data Scientist Associate

Microsoft

Governance & advisory

Director

Student Government Association (SGA)other

Deputy Director

Youth Entrepreneur Society (YES)other

Social impact & activities

Event Head on Bake Sale

Project Insaniyatorganizer
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