Waqar
Skills
Ⅰ︎ ML Algorithms & Libraries
TensorFlow, PyTorch, JAX, Scikit-learn, Pandas, NumPy — end-to-end model development and deployment pipelines.
Ⅱ︎ Natural Language Processing
Fine-tuning open-source models such as Google Flan-T5, Qwen, and LLaMA series on custom datasets; deploying to production.
Ⅲ︎ Computer Vision
OpenCV, YOLO models, fine-tuning VGG16 for real-time detection, CNNs and Vision Transformers.
Ⅳ︎ Full Stack Web Development
FARM stack, Django, React — building scalable web applications and REST APIs, mostly for deploying LLMs & ML models.
Ⅴ︎ Cloud Computing
Azure, AWS, Railway, Koyeb — serverless computing, containerized deployments, and ML model hosting at scale.
Ⅵ︎ LLM APIs & Agents
Integration with OpenAI, Gemini, Claude, and Hugging Face APIs; agentic workflows using LangGraph.
Ⅶ︎ Data Viz & Databases
Plotly, Matplotlib for data visualization; SQL and NoSQL databases — PostgreSQL and MongoDB.
Tools & Technologies
Featured Projects
LinkedIn Content Generator Web App
A monolithic progressive web app in Django with PostgreSQL, a complete agentic AI content generator using LangGraph, scheduling and notification via cronjobs and Resend API, Google OAuth, Cloudinary media storage, and Cloudflare security.
Agentic RAG System with Hybrid Search
Production-ready agentic RAG using FARM stack + LangGraph query routing. Self-hosted Modal.com infrastructure serving Qwen 8B on T4 GPUs, BGE-Large embeddings and BGE-Reranker on L4 GPUs. Google OAuth, user rate limiting — containerized for Railway and Koyeb.
Agentic CRM for Real Estate Company
FARM stack CRM with role-based access control, Gemini API, LangGraph, Cloudinary, MongoDB Atlas, WhatsApp and email notifications — fully agentic client management.
Real Estate Site
Built with Next.js and MongoDB — property listings, blogs, user submissions with admin approval, full CRUD operations, and a separate admin panel.
LinkedIn Scraper API
A REST API that extracts LinkedIn profile data in real-time using persistent Chrome sessions with one-time authentication to bypass anti-bot measures, delivering structured JSON via HTTP.
Construction Site Portfolio
A dynamic Next.js website for a construction company — WhatsApp API integration, MongoDB database, and a modern content-driven design.
Detecting Ads on Live TV Using Deep Learning
Deep learning architectures to detect commercial starts and categorize ads in live TV broadcasts. Detailed pipeline available — source code under NDA.
Predicting Sports Odds via Unsupervised Learning
DBSCAN-based clustering to find relative average predictions vs. bookmakers; detects errors when variance exceeds threshold for sports betting analysis.
MCTS-UCB-Transformer Ensemble Chess Engine
Chess engine combining an encoder-only Transformer, UCB exploration, and Monte Carlo Tree Search in an ensemble — real-time play via terminal.
Sentiment Analysis with BERT
Fine-tuned Google BERT for analyzing sentiment in user comments and responses across multiple domains with high accuracy.
Essay Evaluation System
BERT fine-tuned with grammar and spelling checks to evaluate academic essays and output IELTS band scores automatically.
Physics Q&A Chatbot
Fine-tuned LLaMA model on a custom physics dataset to answer domain-specific questions with high factual accuracy.
Decoder-only Transformer for Generative AI
Built a decoder-only Transformer architecture from scratch for predicting and generating natural language sequences.
ViT-VQ-GAN for Image Generation
Vision Transformer combined with VQ-GAN for high-quality image generation; benchmarked against StyleGAN and diffusion models.
Certifications
Let's Build Together
Ready to collaborate on your next project? Reach out through any of these channels — I typically respond within a few hours.