Ishfaque Ahmed — ML Engineer | Data Scientist

what I offer

Freelance Services

🤖

Machine Learning Models

Custom ML models for classification, regression, clustering and anomaly detection. Full pipeline from data cleaning to deployment-ready solution.

PythonScikit-learnPandasNumPy

📊

Data Analysis & Dashboards

Interactive dashboards and in-depth data analysis using Tableau, Power BI, Looker Studio, and Python. Turn raw data into clear business insights.

TableauPower BILooker StudioSQL

🔤

NLP & Text Intelligence

Text classification, spam detection, sentiment analysis, and NLP pipelines. TF-IDF, Naive Bayes, and transformer-based approaches for real-world text problems.

NLPTF-IDFStreamlitNLTK

🌐

ML Web App Deployment

Deploy your ML model as a beautiful interactive web application with Streamlit. Includes EDA visualizations, real-time predictions, and model comparison tools.

StreamlitPlotlySeabornGitHub

🗄️

Data Engineering & SQL

Database querying, data extraction, cleaning pipelines, and ETL processes. Structured data analysis and reporting with SQL and Python for business intelligence.

SQLPandasETLData Wrangling

∑

Mathematical Modelling

Applied mathematics for real-world problems — graph theory, network analysis, optimization, and computational mathematics using Python and Mathematica.

Graph TheoryOptimizationMathematicaLaTeX

portfolio

Featured Work

⚠️

● ML System

ML Model Failure & Uncertainty Detection

Multi-page Streamlit app that flags unreliable ML predictions using confidence scores, entropy-based uncertainty, and variance metrics. Classifies predictions as Reliable, Uncertain, or Model Failure.

PythonRandom ForestStreamlitPlotlyEntropy

📱

● Live Demo

SMS Spam Detection

Multi-model NLP classifier comparing Naive Bayes, Logistic Regression, and KNN with TF-IDF vectorization. Interactive Streamlit app with real-time predictions.

PythonNLPScikit-learnStreamlitTF-IDF

💳

● ML System

Credit Card Fraud Detection

End-to-end fraud detection system with multi-page Streamlit app, interactive Plotly visualizations, full EDA dashboard, and real-time prediction interface.

PythonMLPlotlyStreamlitPandas

📈

● Dashboard

Business Analytics Dashboard

Interactive business intelligence dashboard built with Tableau and Looker Studio — visualizing KPIs, trends, and data-driven insights for decision-making.

TableauLooker StudioBIAnalytics

⚡

● Dashboard

Power BI Data Dashboard

Dynamic Power BI report with drill-down capabilities, custom DAX measures, and executive-level summaries transforming complex datasets into clear visual stories.

Power BIDAXSQLData Viz

🕸️

● Research

Metro System Network Analysis

Research project modeling metro transportation networks using complex network theory to identify critical failure points and analyze system resilience using graph-theoretic methods.

Graph TheoryNetworkXPythonComplex Networks

🔬

● Data Science

Exploratory Data Analysis Suite

Comprehensive EDA toolkit built with Pandas, Matplotlib and Seaborn — automated statistical summaries, outlier detection, correlation heatmaps, and distribution analysis.

PythonPandasSeabornMatplotlibEDA

expertise

Skills & Technologies

Machine Learning & AI

Scikit-learn90%

NLP (TF-IDF · NLTK)82%

Model Evaluation & Tuning85%

Feature Engineering83%

Data Science & Visualization

Pandas / NumPy92%

Plotly / Matplotlib88%

Streamlit App Development87%

Programming & Databases

Python92%

SQL80%

C++65%

BI & Dashboard Tools

Tableau82%

Power BI80%

Looker Studio78%

Mathematics

Linear Algebra & Statistics90%

Complex Analysis82%

Graph Theory & Networks80%

Differential Equations78%

Tools & Environment

NumPy · Pandas

Scikit-learn

Streamlit

Git / GitHub

Jupyter / Colab

LaTeX

Mathematica

SciPy · SymPy

Tools & Platforms

🐍Python

📓Jupyter

💻VS Code

🔮PyCharm

🤖Cursor AI

🐙Git/GitHub

🏅Kaggle

🔢NumPy

🐼Pandas

⚙️Scikit-learn

📊Tableau

💡Power BI

🌊Streamlit

📉Plotly

📐Mathematica

📝LaTeX

☁️Google Colab

🔵SQL

work history

Work Experience

Data Science & ML Intern

CodeAlpha · Remote

Jan 2026 – Mar 2026

Built and evaluated machine learning models using Scikit-learn for real-world classification tasks
Performed data cleaning, feature engineering, and exploratory data analysis on complex datasets
Created data visualizations to communicate insights clearly to non-technical stakeholders

● Concurrent Internship

Data Science Intern

Arch Technologies · Remote

Jan 2026 – Mar 2026

Worked on real-world datasets applying the full data science pipeline end-to-end
Built visualizations using Matplotlib and Looker Studio for stakeholder reporting
Contributed to data preprocessing and pipeline automation scripts

● Concurrent Internship

Python Programming Intern

SyntexHub · Remote

Jan 2026 – Mar 2026

Developed Python-based projects and automation scripts for data processing workflows
Applied data analysis techniques using NumPy and Pandas on structured datasets

● Concurrent Internship

Executive Member

Mathematics Society — Sukkur IBA University

Sep 2024 – Sep 2025

Organized 3–5 mathematics competitions and academic events annually on campus
Conducted workshops and seminars promoting mathematical thinking and problem-solving
Led team coordination and grew society membership across the university

Ambassador

International Youth Math Challenge (IYMC)

Nov 2025 – Present

Promoting international mathematics programs to student communities across Pakistan
Coordinating IYMC outreach and motivating students to participate in global competitions

● Current Role

about me

Who I Am

I'm Ishfaque Ahmed — a Freelance ML Engineer, Data Scientist, and Mathematician from Sukkur, Pakistan. I specialize in building data-driven solutions that combine mathematical rigor with practical AI engineering.

I've completed three concurrent ML internships, built ML apps deployed on Streamlit, created interactive dashboards with Tableau, Power BI, and Looker Studio — and built a 59K+ follower mathematics community across social platforms.

My philosophy: mathematics is not just a tool for AI — it is the language AI speaks.

🤖

ML Engineer

End-to-end pipelines, fraud detection, NLP, uncertainty detection, deployed Streamlit apps.

📊

Data Scientist

EDA, feature engineering, model evaluation, and data-driven storytelling.

∑

Mathematician

Graph theory, complex analysis, PDEs — from competitions to research papers.

📢

Math Creator

59K+ community on Instagram, TikTok & Threads making mathematics accessible.

Location

Sukkur, Pakistan

ishfaqueahmed2090@gmail.com

+92 327 6704494

linkedin.com/in/ishfaque2090

GitHub

github.com/ishfaque2000

Languages

English · Urdu · Sindhi

Interests

Competitive Programming · Math Puzzles · Teaching · Music · Cinema

Resume

Download PDF →

credentials

Certs & Awards

🎓

Machine Learning Specialization

DeepLearning.AI · Coursera

Andrew Ng · Supervised & Unsupervised Learning

📊

Data Science & ML Internship

CodeAlpha

Mar 2026

💻

Data Science Internship

Arch Technologies

Mar 2026

🐍

Python Programming Internship

SyntexHub

Mar 2026

📐

LaTeX Workshop

SIAM — Society for Industrial & Applied Mathematics

May 2025

honours

Trophy Shelf

🏆

STHP Scholarship — Sindh Talent Hunt Program

Sukkur IBA University

Aug 2023 · Full Merit-Based Scholarship

🥇

Mathematics Olympiad — 1st Place (Team)

Sukkur IBA University · STHP

2023

🏅

Mathematics Competition — 3rd Place (Solo)

STEAM_FEST · Sukkur IBA University

Dec 2023

💻

PM Youth Laptop Scheme — Awardee

Government of Pakistan · PM Youth Programme

Feb 2026

🔢

NUST Mathematics Olympiad — Participant

National University of Sciences & Technology

Nov 2024

🌍

IYMC Ambassador

International Youth Math Challenge

Nov 2025 – Present

get in touch

Let's Work Together

Have a freelance project, data problem, or want to collaborate? I'm available for ML projects, dashboards, data analysis, and more. Let's build something great.

ishfaqueahmed2090@gmail.com

WhatsApp (Preferred)

+92 327 6704494

linkedin.com/in/ishfaque2090

GitHub

github.com/ishfaque2000

Math IG · 36K TikTok · 12K Threads · 11K Personal Facebook