Khalid Mehmood

KM

Open to opportunities

Khalid Mehmood

@khalidmehmood2

I build production RAG, agentic AI, computer vision, and real-time ML systems.

At h2olabs.io, I architect RAG and agentic AI systems, including vector search with Elasticsearch and Pinecone, real-time LLM services with FastAPI and WebSockets, and multi-step workflows on Google Cloud Run. I also deliver speech intelligence, privacy-preserving audio, IoT anomaly detection, and scalable computer vision pipelines.

Across CodeDistrict and WebTech, I've productionized ML models and APIs using Docker, AWS, PostgreSQL, Celery, Redis, and RabbitMQ. My work spans YOLO-based detection, sports video intelligence, NLP, time-series forecasting, and deep-learning inference optimization that improved performance from 5 FPS to 33 FPS.

Experience

Work history, roles, and key accomplishments

HO

Current

Lead AI/ML Engineer

Current

h2olabs.io

Aug 2023 - Present (3 years 1 month)

Architected RAG systems with vector search, built real-time LLM backend services, and devised agentic AI pipelines. Implemented CI/CD pipelines and delivered speech intelligence and computer vision solutions.

CO

ML Engineer/Data Scientist

CodeDistrict

Jan 2021 - Jul 2023 (2 years 6 months)

Improved retail object detection accuracy using YOLOv5/Ultralytics pipelines and enhanced feature representation with VGG16 embeddings. Built end-to-end ML lifecycle pipelines and orchestrated RESTful ML services.

YOLO V5 Ultralytics VGG16 Deep Learning ML Pipelines fastAPI Docker PostgreSQL Celery Redis RabbitMQ EC2 Microservices

WE

Junior ML Engineer

WebTech

Sep 2017 - Jun 2019 (1 year 9 months)

Developed object tracking and re-identification models for sports analytics using Siamese networks and transformer-based embeddings. Built real-time ball detection and pose estimation systems, and optimized deep learning inference pipelines.

Siamese Networks Triplet Loss CLIP Vision Transformer OpenCV Roboflow YOLO Pose Homography InceptionV2 Keras Deep Learning Inference Optimization

Education

Degrees, certifications, and relevant coursework

CI

COMSATS University Islamabad

Master's in Computer Science, Computer Science

Pursued a Master's degree in Computer Science, focusing on advanced topics in computing and research.

Availability

Open to opportunities

Location

Pakistan

Authorized to work in

Social media

Job categories

Machine Learning Engineer AI Architect Data Scientist MLOps Engineer Computer Vision Engineer NLP Engineer

Skills

AI Machine Learning Deep Learning Natural Language Processing Computer Vision Time Series Analysis Generative AI Agentic AI Multi agent orchestration LangGraph Model Context Protocol RAG Agentic RAG LLMOps MLOps Python TensorFlow PyTorch Keras scikit learn XGBoost LightGBM CatBoost GPT 4o GPT 4 LLaMA 3 Mistral 7B Gemini API Claude APIs Lang Chain LlamaIndex Prompt Engineering Few Shot Learning Zero Shot Instruction Tuning PEFT LoRAs QLoRA VLLM Ollama Langsmith Ragas DeepEval LLM As A Judge Observability Data Drift Detection Faiss Pinecone Weaviate ChromaDB Milvus Elasticsearch Semantic Search Hybrid Search BM25 Cohere Reranking Query Expansion Context Compression Embedding models MLFlow Docker Kubernetes GitHub Actions CI CD Model Monitoring A B Testing Feature Stores fastAPI Flask Microservices AWS AWS Sagemaker AWS ECS AWS Lambda EC2 S3 Amazon Bedrock Cloudwatch Google Cloud Platform Vertex AI Google Cloud Run BigQuery Azure OpenAI Serverless Architecture AutoScaling Quantization Pruning Knowledge Distillation Onnx TensorRT GPU Profiling Supervised Learning Unsupervised Learning Ensemble Methods CNN RNN LSTM Transformers Transfer Learning Text Classification Named Entity Recognition Sentiment Analysis Sentence Transformers BERTopic Hugging Face SpaCy NLTK Semantic Similarity Topic modeling Text Summarization YOLO V5 YOLOv8 OpenCV Deep SORT Object Detection Multi Object Tracking Image Classification Semantic Segmentation Paddle OCR Tesseract Video Analytics SQL ETL Pipeline Development Airflow PySpark Pandas NumPy PostgreSQL MongoDB Kafka Streaming Data Feature Engineering Snowflake Async Programming Object Oriented Programming REST APIs Git GitHub Linux BASH Pytest Type Annotations WebSockets Celery Redis RabbitMQ Roboflow Siamese Networks CLIP Vision Transformer Homography Twelve Labs API Isolation Forest TF IDF Cosine Similarity Gan Pix2Pix Weights Biases

Interested in hiring Khalid?

You can contact Khalid and 90k+ other talented remote workers on Himalayas.

People also viewed

View all talent

Get matched with your dream remote job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!