Profile

Talha Anwar

5+
Years Experience
20+
Publications
500+
Citations
11
H-Index

Featured Publications

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Work Experience

AI Consultant

LTW | July 2023 - Present

  • Developed a state-of-the-art travel assistant chatbot using Large Language Models (LLMs), successfully onboarding 5+ clients in less then a year
  • Designed and deployed an Airflow pipeline on Azure for data extraction, cleaning, and storage into a vector store
  • Implemented a hybrid search system and Retrieval-Augmented Generation (RAG) pipeline, improving information retrieval accuracy by 30%
  • Integrated advanced prompt management tools and monitoring systems to optimize chatbot performance
LLMs Azure RAG

NLP Consultant

Soffos.ai | Oct 2022 - March 2023

  • Engineered GPT-3 prompts and developed microservices using FastAPI
  • Created "Let's Discuss," a specialized chatbot for ambiguity detection and text classification
  • Designed a PDF document parser for structured data extraction and organization
GPT-3 FastAPI NLP

Data Scientist

EzShifa (Pvt) LTD, Pakistan | Aug 2020 - Sep 2022

  • Developed deep learning models for human vitals calculation using PyTorch
  • Deployed models on AWS EC2, Lambda, and SageMaker for real-time inference
  • Collaborated with Android development and QA teams to ensure seamless integration
PyTorch AWS Deep Learning

Freelance Projects

Cleancut

Video shakiness detection using transformers, RNNs, and CNNs

Neuronomics

PatchTST transformer for cryptocurrency prediction

Glendor

PHI Sanitizer using YOLO and NLP for NER

Objectways

NER pipeline using Hugging Face and SageMaker

Featured Projects Demo

mic

Urdu Speech Recognition

Trained and open-sourced state-of-the-art Urdu ASR model for accurate speech recognition.

Transformers Speech AI
View Project
chat

Islamic Fatwa Chatbot

Developed an AI-powered chatbot for providing Islamic religious guidance and fatwas.

RAG LLMs
View Project
healing

Skin Lesion Diagnosis App

Built an AI application for automated diagnosis of skin lesions and dermatological conditions.

Computer Vision Medical AI
View Project

Technical Skills

Programming & Data Science

🐍 Languages: Python
πŸ€– ML: Scikit-learn, PyTorch, Keras
πŸ’¬ NLP: NLTK, SpaCy, Hugging Face
πŸ‘οΈ Computer Vision: OpenCV

Web Development & Deployment

🌐 Frameworks: Django, Flask, FastAPI
☁️ DevOps: Docker, AWS Services
πŸ’Ύ Databases: PostgreSQL

Specialized Skills

πŸ€– Chatbot Development
πŸ•ΈοΈ Web Scraping
βš™οΈ Workflow Automation: Airflow

Competition Achievements

πŸ₯‡

UBL Datathon Winner

Pakistan's First Datathon by United Bank Limited

Proposed a multilingual solution for forgery detection.

πŸ₯ˆ

COVID-19 Infection Estimation

2nd Position at Codalab.org

Developed a novel ensemble technique for infection percentage prediction.

πŸ…

Hate Speech Identification

4th Position at PAN Project

Utilized Hugging Face models and AutoML classifiers.

πŸ†

MIA COVID Classification

5th Position

Leveraged 200GB of 3D CT scans for COVID classification.

Latest Blog Posts

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Resources & Services

YouTube Channel

AI tutorials and project walkthroughs

2000+ Subscribers
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Udemy Courses

Comprehensive AI & ML courses

5 hours of content
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Freelance Services

AI consulting & development

Available for Hire