Waqar
Skills
Machine Learning Algorithms & Libraries
TensorFlow, PyTorch, JAX, Scikit-learn, Pandas, Numpy
Natural Language Processing (NLP)
Fine-tuning open source models such as google flan t5 series on different datasets and then deploying them to production.
Computer Vision
I have worked with opencv, fine tuning vgg16 for real time detection, working with both convolutional neural network and vision transformers.
Full Stack Web Development
FARM stack, Django, Next.js, React, Flask, FastAPI, building scalable web applications and APIs mostly for deploying LLMs or other ml models in production
Cloud Computing
I have used Azure, AWS, railway, koyeb services for deploying ML models, serverless computing, and cloud infrastructure.
LLM APIs
Integration with OpenAI, Gemini, Claude, and Hugging Face APIs for advanced AI applications.
Data Visualization & Databases
Plotly, Matplotlib for data visualization; SQL and NoSQL databases like PostgreSQL and MongoDB.
Tools & Technologies
Featured Projects
LinkedIn Content Generator Web App
A monolithic progressive web app in Django with PostgreSQL as database and a complete agentic AI content generator using LangGraph, scheduling and notifying users before posting via cronjobs and resend API, with social authentication options like Google sign in, cloudinary api for users media, and security with cloudflare.
Agentic CRM for Real Estate Company
Developed with FARM stack, role-based access control, Gemini API, LangGraph, Cloudinary for images, MongoAtlas DB, WhatsApp and email notifications.
Real Estate Site
Created using Next.js and MongoDB, property listings and blogs, user submissions with admin approval, CRUD operations for properties and blogs, separate admin panel.
Construction Site Portfolio
A dynamic and modern Next.js built website for construction with WhatsApp API connected and MongoDB database.
Detecting Ads on Live TV Using Deep Learning
Used deep learning architectures to detect commercial starts and categorize ads. Detailed pipeline available, source code under NDA.
Predicting Odds of Sports Games Using Unsupervised Learning
Used DBSCAN to find relative average predictions compared to bookmakers, detects errors if variance exceeds threshold.
MCTS-UCB-Transformer-Ensemble
Chess engine using encoder-only transformer, UCB, and MCTS in ensemble for real-time play via terminal.
Sentiment Analysis with BERT
Fine-tuned Google BERT for analyzing sentiment in user comments and responses.
Essay Evaluation
Fine-tuned BERT with grammar and spelling checks to evaluate essays with IELTS band scores.
Chat-bot for Physics Questions
Fine-tuned Llama model on custom dataset to answer physics-related questions accurately.
Transformer Models for Generative AI
Decoder-only architecture for predicting and generating language sequences.
ViT-VQ-GAN for Image Generation
Implemented Vision Transformer with VQ-GAN for image generation, compared with StyleGAN and diffusion models.
Certifications & Credentials
Let's Build Together
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