Megha Jain

Associate Consultant

San Francisco, California, United States3 yrs 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Founded a startup specializing in explainable AI.
Developed a web crawler reducing delivery time from 50 weeks to 4 weeks.
Implemented algorithms for gamma photon detection in research.

Stackforce AI infers this person is a Software Engineer with a focus on AI and data-driven solutions.

Contact

Skills

Core Skills

Software DevelopmentSoftware EngineeringResearch

Other Skills

PythonSQLDockerWeb CrawlingAPI DevelopmentNode.jsC++ROOTJavaJavaScriptObject-Oriented Programming (OOP)Computer VisionMachine LearningMatlabPython (Programming Language)

About

I am a curious, passionate and driven graduate student, currently pursuing a Master's in A.I. My current research interests include game theory, reinforcement learning, physics-inspired networks and transfer learning. Previously, I worked as a Software Engineer at a fin-tech startup in San Francisco as well as a Research Assistant in academia at the LUX Dark Matter Group at UC Davis. This year, I founded my own startup, Alcatraz Labs where we specialize in using interdisciplinary approaches to build interpretable and explainable AI. I have a versatile set of skills from ML, RL and domain-specific Data Analysis to core design and implementation of new models/algorithms.

Experience

3 yrs 9 mos

Total Experience

9 mos

Average Tenure

Current Experience

University of oxford

Research Assistant (Torr Vision Group)

Nov 2023 – Nov 2024 · 1 yr

Ancaeus consulting llc

Software Developer

Mar 2020 – Dec 2020 · 9 mos · Santa Clara County, California, United States · Hybrid

Assisted in building a versatile, dockerized code-auditing platform with its own locally hosted API to display a summary of results from several code performance and auditing tools.
(Python, SQL, Docker).

PythonSQLDockerSoftware Development

Compliance.ai

Software Engineer

May 2019 – Feb 2020 · 9 mos · San Francisco Bay Area

Wrote scripts to perform web crawling and scraping of metadata and text of legal documents from various news and regulation sources. (Python)
Developed a web crawler engine that generalized 50 massive API-based crawls into one config-based script thereby reducing delivery time from 50 weeks to ~ 4 weeks
Assisted with back-end storage design and implementation in order to support new user-facing features

PythonWeb CrawlingAPI DevelopmentSoftware Engineering

Ars datum, inc.

Software Developement Intern

Jun 2017 – Sep 2017 · 3 mos · Santa Monica

• Built an automation pipeline for web scraping unstructured traffic data from various sources, parsing it into a uniform schema, and predicting missing fields using Naive Bayes. (Node.js)

Node.jsSoftware Development

University of california, davis

Research Assistant - LUX Dark Matter Group

Jun 2015 – Jun 2016 · 1 yr · Davis

Developed and implemented an algorithm for efficiently detecting Compton scattering of gamma photons by identifying unique signatures in pulse data obtained from the detector. (C++, ROOT)
PI: Prof Mani Tripathi

C++ROOTResearch