Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 125 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Meghanath M.

United States

USD 125 /hr

Deep Learning for vision & language | Machine Learning and Statistician | 8+ years experience in marketing and academia.

Profile Summary

I actively develop Deep learning services for vision and language tasks. You can find an extended summary of my projects here : https://mmacha.github.io/ During my Ph.D., I developed models to study the interplay between the value proposition and the trade-offs that come from understanding consumer behavior from location data. I studied trade-offs in data sharing between location data collectors and advertisers, explanations of anomalous consumer behavior, and also identified social determinants of health from location data.

Subject Matter Expertise

• ★ Text Mining & Analytics
• ★ Deep Learning
• ★ Computer Vision
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Machine Learning
• ☆ Applied Statistics

Services

• Research
• Consulting
• Data & AI

Research Feasibility Study, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Business Strategy Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Work Experience

Sr Machine Learning Engineer

Adobe Systems Inc

March 2021 - Present

Education

Ph.D. Information Systems

Carnegie Mellon University

August 2016 - February 2021

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Meghanath Macha, Leman Akoglu(2018). Explaining anomalies in groups with characterizing subspace rules . Data Mining and Knowledge Discovery. 32. (5). p. 1444--1480. Springer Science and Business Media {LLC}