Summary
Overview
Work history
Education
Skills
Websites
Projects
Timeline
Generic

Salman Akram

Glasgow,Scotland

Summary

AI and Backend Engineer with a Master’s degree in Artificial Intelligence and hands-on experience developing and deploying machine learning systems and scalable backend services. Skilled in Python, FastAPI, Docker, and modern ML frameworks including TensorFlow and PyTorch. Proven ability to build end-to-end AI solutions, from model development to production deployment, including healthcare AI systems and real-time data-driven applications. Strong problem-solving skills with a focus on delivering practical, business-driven solutions. Currently seeking opportunities in AI engineering, backend development, or MLOps.

Overview

5
5
years of professional experience
6
6
years of post-secondary education

Work history

AI Engineer

nimble3.com
Glasgow
2024.11 - 2026.02
  • Designed and deployed AI-driven applications across healthcare, finance, and conversational systems using Python, TensorFlow, and PyTorch.
  • Developed a skin lesion classification system achieving 82% validation accuracy, improving diagnostic support for clinical use. using EfficientNet, integrated with FastAPI backend and deployed for real-world usage.
  • Built a real-time autonomous trading system using XGBoost, combining technical indicators, macroeconomic data, and AI-based reasoning.
  • Developed and deployed RESTful APIs to serve machine learning models for real-time inference.
  • Containerised applications using Docker to ensure scalable and reproducible deployments.
  • Built an NLP-based chatbot using Rasa, implementing intent recognition, slot filling, and conversation flows for clinical use cases.
  • Implemented data preprocessing pipelines and model evaluation strategies to improve performance and reliability.

Data Analyst Intern

Berks Insulation Ltd.
Slough
2024.08 - 2024.11
  • Analysed large EPC datasets using Python (Pandas, Matplotlib) to identify energy-inefficient households.
  • Developed data visualisation dashboards to highlight high-priority regions, enabling targeted marketing strategies.
  • Performed data cleaning, transformation, and exploratory analysis to generate actionable insights.
  • Presented findings to management, contributing to improved decision-making processes.

Retail Service Assistant

BP Petrol Station
Glasgow
2022.10 - 2024.07
  • Delivered customer service in a fast-paced environment
  • Developed strong communication and problem-solving skills

Warehouse & E-Commerce Assistant

Misa Bargains Ltd.
Blackburn
2022.04 - 2022.10
  • Administered product listings on Amazon and eBay, including creating new listings, updating existing ones, and ensuring accuracy.
  • Prepared and printed labels and shipping documentation to ensure accurate and timely order fulfilment.
  • Provided customer support by managing queries, processing refunds, and resolving issues to maintain positive seller ratings.
  • Supported daily warehouse operations, enhancing workflow efficiency and customer satisfaction.
  • (Amazon & eBay Store)

IT Support Engineer Intern

Servis Industries
Gujrat
2021.06 - 2021.12
  • Provided technical support and troubleshooting for hardware and software issues, reducing system downtime.
  • Assisted in developing an internal ticketing system to streamline IT support operations.
  • Documented technical issues and solutions to improve response efficiency.

Education

Bachelor's - Software Engineering

COMSATS Institute of Information Technology
Islamabad
2016.09 - 2021.06

Master's - Artificial Intelligence

University of Stirling
Stirling
2022.01 - 2023.09

Skills

Programming: Python, Java, PHP
Backend & APIs: FastAPI, Flask, REST APIs, Microservices
Machine Learning: TensorFlow, PyTorch, XGBoost, NLP, Computer Vision
Data: SQL, Pandas, NumPy, Matplotlib
DevOps: Docker, Git, Linux
Concepts: Model Deployment, API Development, Data Modelling

Projects

AI Skin Disease Classification System
  • Developed a deep learning model using EfficientNet to classify multiple skin conditions with strong validation performance.
  • Implemented Grad-CAM for model explainability.
  • Built a FastAPI backend and React frontend for user interaction and report generation.
  • Designed for real-world deployment with clinical safety considerations.
Autonomous AI Trading System
  • Developed a stock prediction system using XGBoost with engineered features such as momentum, trend, and macroeconomic indicators.
  • Integrated real-time market data and AI-based reasoning for decision making.
  • Built a backend system to rank and select stocks for automated trading strategies.
NLP Chatbot (Rasa + LLM Integration)
  • Built an intelligent chatbot for handling customer queries using Rasa.
  • Implemented intent classification, entity extraction, and multi-turn conversation flows.
  • Integrated fallback strategies and rule-based controls for reliability.

Timeline

AI Engineer

nimble3.com
2024.11 - 2026.02

Data Analyst Intern

Berks Insulation Ltd.
2024.08 - 2024.11

Retail Service Assistant

BP Petrol Station
2022.10 - 2024.07

Warehouse & E-Commerce Assistant

Misa Bargains Ltd.
2022.04 - 2022.10

Master's - Artificial Intelligence

University of Stirling
2022.01 - 2023.09

IT Support Engineer Intern

Servis Industries
2021.06 - 2021.12

Bachelor's - Software Engineering

COMSATS Institute of Information Technology
2016.09 - 2021.06
Salman Akram