Muzamal Ali-Data Scientist | AI Engineer
Check rate
Experience
Data Scientist / AI Consultant
HelmX
- Delivered AI and data science solutions, including LLM-based chatbots and data pipelines, improving operational efficiency.
- Collaborated on product features, achieving measurable impact and maintaining strong client relationships.
Research Assistant
National Dong Hwa University (NDHU)
- Detection and streaming analytics.
- Built and optimized data workflows for processing and analyzing high-volume streaming datasets.
- Designed prototype solutions to improve system performance and actionable insights.
Data Scientist
Carbee
- Designed and deployed a production-grade Retrieval-Augmented Generation (RAG) system using live MongoDB data, significantly improving chatbot response accuracy and relevance.
- Built an AI-powered natural language search system that translated user queries into dynamic MongoDB queries for precise vehicle matching.
- Developed AI-generated vehicle descriptions, reducing manual content creation time by 40% and increasing user engagement.
- Developed a distributed, asynchronous subtitle generation system using Celery and AWS SQS, enabling scalable multilingual subtitle processing.
- Engineered serverless data pipelines (MongoDB → BigQuery, Firebase → GA → BigQuery) using GCP Cloud Functions to enable real-time analytics and dashboard reporting.
Data Scientist
Iplex
- Developed a real-time theft detection system using YOLOv8, achieving 95% detection accuracy through multi-factor threat analysis.
- Automated analytics workflows using BigQuery and Apache Airflow, supporting both batch and event-driven processing.
- Designed and maintained RESTful APIs using FastAPI and Django for backend integration.
- Implemented CI/CD pipelines, reducing deployment time by 50% and improving release reliability.
Data Scientist | Data Engineer
ML Sense
- Built an AI-powered customer support chatbot using LangChain, OpenAI, and vector databases, enabling semantic search across multiple document formats.
- Developed SubMagic, an automated video captioning system with grammar correction and emoji suggestions.
- Designed real-time analytics dashboards for Telenor inventory data, enabling anomaly detection for fuel theft and inventory misuse.
- Architected scalable ETL pipelines using PySpark and MapReduce, reducing data processing time from 500 hours to 6 hours.
Machine Learning Engineer
NCAI
- Developed a real-time unauthorized person detection system achieving 90%+ accuracy at 15+ FPS.
- Built turbine stress prediction models using Decision Trees with 95% accuracy.
Industry Experience
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Experienced in Information Technology, Automotive, Media and Entertainment, Telecommunication, Energy, and Manufacturing.
Business Area Experience
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Experienced in Information Technology, Product Development, Business Intelligence, and Research and Development.
Summary
Data Scientist / AI Engineer with 3.5 years of experience building production-grade machine learning and AI systems. Specialized in LLM-based applications, scalable data pipelines, and cloud-native deployments on GCP and AWS. Proven track record of delivering end-to-end solutions that improve product accuracy, automation, and business decision-making.
Skills
Llms
Rag
Agentic Ai
Fine-Tuning
Nlp
Cv
Tensorflow
Pytorch
Scikit-Learn
Hugging Face
Langchain
Langgraph
Mcp
Tableau
Opencv
Django
Fastapi
Flask
Openapi
Mongodb
Postgresql
Mysql
Faiss
Pinecone
Firestore
Gcp
Aws
Docker
Serverless
Github Actions
Localstack
Mlflow
Ci/Cd
Model Monitoring
Bigquery
Pyspark
Airflow
Etl Pipelines
Aws Glue
Dataflow
Languages
Education
University of Engineering and Technology Peshawar
BS · Computer System Engineering · Peshawar, Pakistan
Certifications & licenses
IBM Machine Learning Professional
Coursera
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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