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.

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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
Drone-integrated waste detection with YOLO.
Built a drone-assisted detection and routing workflow that streamlines waste monitoring and cleanup operations.
Computer VisionAutomationSystem Design
  • Drone image ingestion pipeline for field conditions
  • YOLO-based object detection integrated with backend workflows
  • Geo-mapped outputs to support operational decisions
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Scoped to BinSavvy: Smart Waste Management System
Coach tracking, food discovery, and trip planning.
Developed a full-featured travel assistant web app focused on real-time utility and reliable fallback behavior.
Full-StackProduct EngineeringUX
  • Built coach tracking and trip planning flows end-to-end
  • Integrated public schedule and station datasets
  • Shipped user-focused interfaces for quick mobile usage
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Scoped to MargDarshak-Mitr: Railway Travel Assistant
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 3 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.
  • 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-learn
Depth indicator
3 validated project examples with implementation details recruiters can verify.
Achievements
Signals of impact
Recognitions that highlight real-world results.
SIH'24 Finalist
Smart India Hackathon 2024 - 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+91-78982-92920Jabalpur, Madhya Pradesh, India (open to remote)