Portfolio

Aditya Pratap Singh Tomar

Building recruiter-ready software and ML systems with measurable outcomes.

Data Scientist | Software Engineer | MLOps Engineer

Built with measurable outcomes, clean execution, and production-minded engineering.

View Flagship WorkContactView Resume
Aditya Pratap Singh Tomar
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Projects
Flagship Projects
My strongest software engineering and data science builds, with measurable outcomes.
Stock market forecasting with deep time-series models.
Built an end-to-end forecasting system over 1M+ market data points with automated retraining and 30% faster inference.
Time-SeriesTransformersMLOps
  • Feature-engineered forecasting pipeline for noisy financial signals
  • Automated evaluation, retraining, and drift checks
  • Deployment-focused optimization for low-latency serving
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Scoped to ForesightX: The Future Has Signals. We Decode Them.
Transformer-based classification and anomaly detection.
Achieved 91.3% F1 on MIT-BIH/PTB benchmarks with near real-time inference under 150ms per segment.
Deep LearningSignal ProcessingTransformers
  • Dual-model architecture for anomaly detection + rhythm classification
  • Custom ECG preprocessing and multi-label supervision
  • Inference path designed for clinical-style latency constraints
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Scoped to Deep ECG Signal Analysis
Adaptive AI interviews with resume-aware questioning and recruiter scoring.
Built a full hiring workflow that generates dynamic interview rounds, stores candidate responses, and produces recruiter-ready scored reports.
Generative AIBackend EngineeringRecruitment Automation
  • Generated resume and JD-aware interview questions with adaptive difficulty
  • Implemented end-to-end candidate workflow: apply, schedule, interview, and review
  • Produced sortable performance reports with question-answer logs and scoring
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Scoped to IntelliHire: AI-Driven Interviewer Platform
Dynamic Resume Portfolio App
Resume-to-portfolio workflow with job match and deploy-ready public pages.
Built a production-grade Next.js app with upload-edit-template-preview-deploy flow, autosave editing, and workflow-backed job match enhancement.
Full-StackProduct EngineeringLLM Workflow Integration
  • Implemented a step-based wizard from resume upload to portfolio deployment
  • Added split-screen live preview using a shared public portfolio renderer
  • Integrated n8n-first job match and resume enhancement with automatic fallback
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Scoped to Dynamic Resume Portfolio App
To view every project, click here.
Experience
Trusted to ship AI systems
Roles focused on production ML, evaluation, and cross-functional delivery.
Lead Engineer
CatalyzeIQ Pvt. Ltd.
Jan 2026 - Present
  • Designing core backend services and AI-driven workflow architecture in a zero-to-one startup.
  • Collaborating with founders to define scalable systems, automation pipelines, and product direction.
  • Leading high-impact deliverables across engineering and data teams.
AI ArchitectureBackend ServicesAutomation PipelinesSystem Design
AI Research Intern
Suryavanshi Ventures Pvt. Ltd.
Aug 2025 - Sep 2025
  • Engineered AI-driven healthcare agents using LangGraph and LangChain, boosting startup growth by 15-20%.
  • Optimized backend workflows with FastAPI, SQLAlchemy, and Poetry, cutting API latency by 20%.
LangGraphLangChainFastAPISQLAlchemyPoetry
ML Intern
Priyam Innovations Pvt. Ltd.
Jun 2025 - Jul 2025
  • Built an AI-powered interview platform MVP with GPT-3.5 question generation (~80% relevance).
  • Implemented multi-modal sentiment analysis on 100+ interview transcripts and real-time video (~75% accuracy).
GPT-3.5OpenCVHuggingFaceSentiment Analysis
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.
Achievements
Signals of impact
Recognitions that highlight real-world results.
SIH'25 Finalist
Smart India Hackathon 2025 - Problem Statement PS-25189.
Kaggle Rank 196
Top ~1.7% among 11,450 participants in Kaggle Playground Series S5E11.
HackCrux Runner-up
2nd place in national-level hackathon organized by LNMIIT Jaipur.
350+ DSA Problems
Solved across platforms and earned the GFG160 badge.
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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