Vanshika Reja
@vanshikareja
I build machine learning systems for vision, anomaly detection, and edge deployment.
IndiaWhat I'm looking for
I built an edge-based pothole detection system using YOLO, TensorFlow Lite, and Raspberry Pi, achieving 10+ FPS real-time inference with under 2% mAP drop through INT8 quantization. I also reduced satellite telemetry anomaly-detection false positives from over 8% to 0.08% using autoencoders.
As a Research Assistant at Space Lab, I co-authored and presented an IEEE review on hyperspectral imaging for fluoride sensing. I've also evaluated 30+ AI/ML projects for Girls Leading Tech Community and completed end-to-end consumer trends analysis with Python at Edunet Foundation.
Experience
Work history, roles, and key accomplishments
ML Project Evaluator
Girls Leading Tech Community
Aug 2024 - Present (2 years)
Evaluated over 30 AI/ML projects for a 1,000-member cohort, providing technical assessments on model architecture, algorithm design, code quality, and deployment readiness. Designed a reusable scoring framework adopted as the official evaluation template.
Research Assistant
Space Lab
Nov 2024 - Jun 2025 (7 months)
Co-authored and presented a review paper on hyperspectral imaging for fluoride detection in watersheds at an IEEE conference. Analyzed spectral signatures across multiple geographic regions and benchmarked ML-based water remediation approaches.
Data Analyst Intern
Edunet Foundation
Dec 2024 - Jan 2025 (1 month)
Performed end-to-end exploratory data analysis on a consumer shopping trends dataset using Python, identifying demographic behavior patterns across product categories. Built a reproducible preprocessing pipeline for data cleaning and feature extraction.
Education
Degrees, certifications, and relevant coursework
Dr. A.P.J. Abdul Kalam Technical University
Bachelor of Technology, Electronics & Communication Engineering
2023 -
Grade: 8.14 SGPA (Sem 6)
Pursuing a B.Tech in Electronics & Communication Engineering with a focus on Machine Learning and Data Science.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
Interested in hiring Vanshika?
You can contact Vanshika and 90k+ other talented remote workers on Himalayas.
Message VanshikaGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
