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Talha S. Data Science, Python and Machine Learning Platforms

My name is Talha S. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Data Analysis, Data Visualization, Python, R, Data Science, etc.. I hold a degree in Associate's degree, Bachelor's degree. Some of the notable projects I've worked on include: Explainable Car Damage Severity Grading with ResNet18,YOLO - Python, Physics-Guided Synthetic rPPG: Converting PPG to rPPG for AF Detection, RegionBased Music Classification with Time-Domain, MFCCs, Spectrograms, Time Series Analysis of the US Industrial Production Index (1990–2023), Python, Industrial-Scale ECG Disease Classification Using EfficientNet, etc.. I am based in Lahore, Pakistan. I've successfully completed 28 projects while developing at Softaims.

I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise.

I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful.

I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

Main technologies

  • Data Science, Python and Machine Learning Platforms

    2 years

  • Data Analysis

    1 Year

  • Data Visualization

    1 Year

  • Python

    1 Year

Additional skills

  • Data Analysis
  • Data Visualization
  • Python
  • R
  • Data Science
  • Machine Learning
  • Data Mining
  • Quantitative Analysis
  • Statistical Analysis
  • Time Series Analysis
  • Dashboard
  • Data Analytics
  • Interactive Data Visualization
  • Business Analysis
  • Financial Analysis

Direct hire

Potentially possible

Previous Company

fiverr

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Experience Highlights

Explainable Car Damage Severity Grading with ResNet18,YOLO - Python

This project trains a ResNet18, YOLO model to classify car damage severity (Minor, Moderate, Severe) from COCO-style annotated images and then explains its decisions. It builds per-image severity labe

Physics-Guided Synthetic rPPG: Converting PPG to rPPG for AF Detection

This project addresses data scarcity in non-contact cardiac monitoring by generating synthetic rPPG data from the MIMIC PERform AF Dataset. Leveraging 20 minute ECG and PPG recordings from 35 critical

RegionBased Music Classification with Time-Domain, MFCCs, Spectrograms

This project focuses on music classification from WAV files by extracting meaningful audio features. It combines raw time-domain signals, MFCCs for timbre, and spectrograms for time–frequency analysis

Time Series Analysis of the US Industrial Production Index (1990–2023)

This project aims to analyze time series data by identifying trends and patterns using R. We use statistical methods and visualization tools, including log-transformation, trend extraction, and ARMA m

Python, Industrial-Scale ECG Disease Classification Using EfficientNet

This project presents a robust, industrial-ready pipeline for multi-label ECG disease and severity classification. Leveraging improved 1D EfficientNet and residual neural architectures, the system int

Education

  • PAPTECH COLLEGE OF IT & COMPUTER SCIENCE

    Associate's degree in CCNA - Enterprise and CyberOps Associate

    2020-01-01-2021-01-01

  • GIFT University

    Bachelor's degree in

    2021-01-01-2025-01-01

Languages

  • English (Fluent)✓
  • Hindi (Native or Bilingual)
  • Panjabi, Punjabi (Native or Bilingual)
  • Urdu (Native or Bilingual)