Aradhya P B
Open to work1 years experienceAI/ML Engineer
AI/ML Engineer with 1+ year of production experience in ML pipelines, RAG systems, and MLOps.
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
33 skillsWork Experience
Apprenticeship
ISRO (Indian Space Research Organization)
- Designed and productionized end-to-end ML pipeline for multi-modal satellite data analysis.
- Engineered FFT-based spectral features + temporal statistics from satellite time-series; achieved 8% accuracy improvement and 94% recall.
- Built Python NLP pipeline acting as an autonomous agent for document analysis, text summarization, and entity extraction.
- Built ETL pipelines processing 100M+ satellite time points; vector-indexed feature representations enabled semantic retrieval.
- Collaborated on CI/CD pipelines for automated model deployment, monitoring, and retraining on RHEL Linux.
- Instrumented pipeline with validation checkpoints and automated alerts for near-real-time ingestion.
Full-Stack Developer (Internship)
V.V. Technologies
- Built semantic search + full-stack appointment platform demonstrating end-to-end product thinking and RAG-style retrieval architecture.
- Built vector-based document retrieval system using Sentence Transformers; reduced medical record search latency by 60%.
- Designed and deployed Django REST APIs + JavaScript frontend; implemented authentication, booking workflows, and CRUD operations.
- Applied pagination, caching strategies, and MySQL query optimization; achieved sub-100ms response times for 95%+ of requests.
Projects
NLP Entity Extraction Pipeline + C++ Accelerator
- Developed NLP pipeline for named entity extraction from large scientific corpora.
- Implemented performance-critical text preprocessing in C++ accelerating tokenization ~2x vs pure-Python baseline.
Doctor Consultation Platform
- Built component-based full-stack platform applying load balancing, RESTful API design, and server-side caching.
- Reduced average page-load by ~35% through backend optimization.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
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AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Performance Metrics
94% anomaly recall, 60% search-latency reduction, 8% accuracy gain, 40% cut in manual data-cleaning effort.
About Details
Professional Bio
AI/ML Engineer with 1+ year of production experience at ISRO building end-to-end ML pipelines, agentic NLP workflows, RAG-style retrieval systems, and MLOps infrastructure. Proven track record in improving model accuracy, reducing search latency, and optimizing data-cleaning efforts.
Bachelor of Engineering in Computer Science
Jain Institute of Technology, Davangere (2022 - 2024)
Diploma in Computer Science
D.R.R Govt. Polytechnic, Davangere (2018 - 2021)