Skill Proof

Depth over buzzwords

Click a skill to review resume-backed evidence for software engineering and data science roles.

ML System Engineering

Designing end-to-end ML systems from data prep to production inference.

Evidence from 4 projects

Projects

  • ForesightX: The Future Has Signals. We Decode Them.

    Built an end-to-end forecasting system over 1M+ market data points with automated retraining and 30% faster inference.

  • Deep ECG Signal Analysis

    Achieved 91.3% F1 on MIT-BIH/PTB benchmarks with near real-time inference under 150ms per segment.

  • IntelliHire: AI-Driven Interviewer Platform

    Built a full hiring workflow that generates dynamic interview rounds, stores candidate responses, and produces recruiter-ready scored reports.

  • Student Lifestyle and Academic Performance Predictor

    Built a 2,000-record data science pipeline with feature engineering, cross-validation, and regression modeling.

Tools & Proof

PythonPyTorchPandasScikit-learnLangChain

Depth indicator

4 validated project examples with implementation details recruiters can verify.

Technical Skills

Core capabilities

A compact overview of the stack behind the work.

Programming Languages

PythonJavaCHTMLCSS

Data Science & ML

NumPyPandasMatplotlibSeabornScikit-learnTensorFlowKerasPyTorch

MLOps & Cloud

MLflowDVCAWSAzureDockerKubernetesPrometheusGrafana

GenAI & Development

LangChainLangGraphFlaskFastAPI

Databases & Tools

SQLAlchemyPoetryGitGitHubPostman

Other Tools

NotionCanvaPremiere Pro

Contact Me

Let's connect

Have a project in mind or want to discuss opportunities? I’d love to hear from you.

I’m open to software engineering, data science, and ML engineering roles — and new collaborations.

aditya.pratap.singh.tomar.1082006@email.com+91-78982-92920Gwalior, Madhya Pradesh, India