Asher Hamza
@asherhamza
Seasoned Machine Learning Engineer building scalable, production-ready AI systems across NLP, CV, and MLOps.
What I'm looking for
I am a seasoned Machine Learning Engineer with over 12 years of experience turning complex data problems into real-world AI solutions. I have designed and deployed large-scale systems across NLP, computer vision, generative AI, and MLOps, and I prioritize reliability, measurability, and impact.
I lead and mentor engineering teams, architect production ML workflows, and automate model lifecycle processes using tools like Docker, Airflow, MLflow, and CI/CD pipelines. I have successfully implemented RAG frameworks, fine-tuned LLMs, and integrated vector databases for real-time intelligence in enterprise environments.
I am hands-on with PyTorch and TensorFlow, experienced deploying on AWS, GCP, and Azure, and I enjoy transforming ambitious ideas into scalable, secure systems that deliver measurable business value.
Experience
Work history, roles, and key accomplishments
Lead Machine Learning Engineer
Horizen Technologies
Jan 2022 - Present (3 years 11 months)
Architected and deployed multi-agent generative AI solutions and RAG pipelines using LangChain and vector DBs, reducing hallucinations and improving conversational accuracy; led a 6-person ML team and implemented CI/CD to accelerate model iteration cycles.
Developed and operationalized NLP systems and high-throughput FastAPI inference services serving 100,000+ daily requests under 50ms latency; implemented TensorFlow models for real-time anomaly detection that improved system uptime.
Data Scientist
Starsky Robotics
Aug 2015 - Jun 2017 (1 year 10 months)
Built predictive models for churn and marketing ROI that influenced multi-million dollar campaigns; performed large-scale EDA and feature engineering and delivered executive dashboards to communicate insights.
Junior AI/ML Engineer
CoreStream Solutions
May 2014 - Jul 2015 (1 year 2 months)
Implemented model evaluation and A/B testing procedures, created interactive visualization tools, and performed data preprocessing and feature engineering for production models.
Education
Degrees, certifications, and relevant coursework
University of South Asia
Bachelor of Science, Computer Science
Completed a Bachelor’s degree in Computer Science with foundational coursework in algorithms, data structures, and software development.
Tech stack
Software and tools used professionally
Horizen
Airbyte
Apache Spark
IBM Watson
GitHub
GitLab
Bitbucket
Kubernetes
Jenkins
GitHub Actions
NumPy
Pandas
Dask
MySQL
PostgreSQL
MongoDB
Cassandra
Hadoop
Gmail
Databricks
OpenCV
Redis
Jira
Java
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
Kubeflow
Streamlit
Neptune
Kafka
FastAPI
Grafana
Prometheus
Gemini
Elasticsearch
OpenSearch
Serverless
Airflow
s3-lambda
SQL
XGBoost
Hugging Face
LightGBM
CatBoost
LangChain
LlamaIndex
Ollama
ChromaDB
Weights & Biases
BentoML
Pinecone
Delta Lake
OpenAI API
Bash
Faiss
Availability
Location
Authorized to work in
Job categories
Skills
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