DATA SCIENTIST • ML ENGINEER • AI RESEARCHER
Aditya Pratap Singh Tomar
Building production-ready ML systems with deep learning, Transformers, and scalable deployment. Passionate about solving real-world problems through AI-driven solutions.
ABOUT ME
Crafting Intelligent Systems
I'm a Data Scientist and MLOps Engineer with strong experience in building end-to-end, production-ready ML systems. My expertise spans data pipelines, deep learning models including Transformers and LLMs, MLOps workflows, and scalable deployment.
Currently pursuing my B.Tech in Computer Science Engineering at Jabalpur Engineering College with a CGPA of 8.39/10.0, I combine academic excellence with hands-on industry experience in AI-driven solutions.
I'm experienced in building AI agents, experiment tracking, and GPU-accelerated training for real-world applications. My passion lies in solving complex problems through innovative machine learning solutions that make a tangible impact.
3+
Industry Internships
350+
DSA Problems Solved
Top 1.7%
Kaggle Ranking
5+
NPTEL Certifications
CAREER
Professional Experience
Building AI-driven solutions and production-ready ML systems across startups and research labs.
Lead Engineer
- Designing core backend services and AI-driven workflow architecture, collaborating with founders to define scalable systems, automation pipelines, and product direction in a zero-to-one startup.
AI Research Intern
- Engineered AI-driven health-care agents using LangGraph and LangChain, boosting startup's growth by 15-20%.
- Optimized backend workflows with FastAPI, SQLAlchemy & Poetry, cutting API latency by 20% and enhancing scalability.
ML Intern
- Spearheaded the development of an AI-powered interview platform's MVP by engineering dynamic, context-aware question generation using GPT-3.5 based on resumes and job roles, improving question relevance by ~80% accuracy.
- Implemented multi-modal sentiment analysis on 100+ interview transcripts and real-time candidate video using OpenCV and HuggingFace Transformers to evaluate confidence, clarity, and behavioral anomalies with ~75% accuracy.
PORTFOLIO
Featured Projects
End-to-end ML systems, AI applications, and data-driven solutions built with production-grade standards.
ForesightX: The Future Has Signals. We Decode Them.
Designed and deployed an end-to-end ML system for stock market forecasting using Python, PyTorch-based deep time-series models, and feature-engineered pipelines processing 1M+ data points. Built scalable training, evaluation, and deployment workflows with MLflow, Docker, Kubernetes, and Airflow, enabling automated retraining, drift detection, and 30% faster inference latency.
Deep ECG Signal Analysis: Transformer-based Classification and Anomaly Detection
Developed a transformer-based dual-model pipeline achieving ~91.3% F1 score for ECG anomaly detection and arrhythmia classification on MIT-BIH and PTB datasets. Engineered a scalable architecture with custom preprocessing and multi-label supervision enabling real-time inference at <150ms latency per ECG segment.
Hackathon & Learning Projects
BinSavvy – Smart Waste Management System
Built a drone-integrated garbage detection system with backend automation and YOLO-based image recognition to streamline waste collection.
Feb 2025
MargDarshak-Mitr – Railway Travel Assistant
Developed a full-featured web app enabling live coach tracking, food discovery, and trip planning to elevate the train travel experience.
Feb 2025
Student Lifestyle and Academic Performance Predictor
Built an end-to-end data science pipeline to analyze student lifestyle data (2,000 records) and predict GPA & stress levels using feature engineering, preprocessing pipelines, cross-validation, and regression models.
Nov 2024
Restaurant Data Analytics & Cuisine Popularity Prediction
Built an end-to-end data science pipeline to preprocess and analyze 10,000+ rows of global restaurant data, perform feature engineering, and predict cuisine popularity using Random Forest and XGBoost, achieving ~92% accuracy.
Nov 2024
EXPERTISE
Technical Skills
A comprehensive toolkit built through hands-on experience in data science, machine learning, and production-grade MLOps systems.
Programming Languages
Data Science & ML
MLOps & Cloud
GenAI & Development
Databases & Tools
Other Tools
ACADEMICS
Education
A strong academic foundation in computer science and engineering.
Bachelor of Technology
Computer Science Engineering
Jabalpur Engineering College
Senior Secondary (XII)
Science Stream
CBSE Board
Secondary (X)
General Studies
CBSE Board
EXPERTISE
Services
Comprehensive AI and ML services tailored to solve real-world problems with production-ready solutions.
Machine Learning Development
End-to-end ML model development from data preprocessing to deployment. Specializing in deep learning, Transformers, and time-series analysis with production-grade code.
Data Analysis & Visualization
Comprehensive data analysis pipelines using Python, Pandas, and advanced visualization tools. Transform raw data into actionable insights with compelling visual narratives.
MLOps & Deployment
Production-ready ML infrastructure with MLflow, Docker, Kubernetes, and CI/CD pipelines. Automated retraining, drift detection, and scalable model serving.
AI-Powered Applications
Building intelligent applications with LangChain, LangGraph, and LLMs. From AI agents to RAG systems, creating solutions that leverage cutting-edge AI capabilities.
Technical Mentorship
Guidance for students and developers in DSA, machine learning, and AI fundamentals. Workshop facilitation and hands-on training with practical projects.
Full-Stack ML Solutions
Complete ML solutions from frontend to backend using FastAPI, Flask, and modern frameworks. Integrating ML models into production-ready web applications.
RECOGNITION
Achievements
Milestones and recognitions earned through competitive programming, hackathons, and technical excellence.
SIH'24 Finalists
National LevelSmart India Hackathon 2024 - Problem Statement PS-25189
Kaggle Rank 196
Top 1.7%Top ~1.7% among 11,450 participants in Kaggle Playground Series S5E11
HackCrux Runner-up
2nd PlaceNational-level hackathon organized by LNMIIT Jaipur
350+ DSA Problems
GFG160 BadgeSolved across platforms and earned the GFG Bag by completing the GFG160 Challenge
View CertificateCREDENTIALS
Courses & Certifications
Continuous learning through prestigious institutions and platforms.
COMMUNITY
Club Activities & Leadership
Building communities, mentoring developers, and leading technical initiatives that make an impact.
Tech-Team Lead
MATRIX, JEC
Led and executed Winter-Arc month long event, mentoring a 50+ member student team to build the platform, run campaigns, secure sponsorships, and drive 400+ participants through a structured, AI-powered learning ecosystem.
GET IN TOUCH
Contact Me
Have a project in mind or want to discuss opportunities? I'd love to hear from you.
Let's Connect
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions. Whether it's AI, machine learning, or data science – let's build something amazing together.
Phone
+91-78982-92920
Location
Jabalpur, Madhya Pradesh, India
SOCIALS
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