A

Ashwin Jain

Founder

United States17 yrs 8 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Founder of AI-powered revenue recovery service.
  • Expert in healthcare automation and machine learning.
  • Proven track record in improving revenue for clinics.
Stackforce AI infers this person is a Healthcare AI and Automation Expert with a strong background in Software Engineering.

Contact

Skills

Core Skills

Artificial IntelligenceBusiness DevelopmentBusiness AnalysisMachine LearningSoftware EngineeringWeb DevelopmentCybersecurityMobile Development

Other Skills

AI-powered revenue recoveryUX designSales strategyPattern recognitionWorkflow designData analysisService developmentNode.jsReact.jsRedisJavaScriptPerformance optimizationLoad testingPythonAngular

About

I’m the founder of FixDenials.com, an AI-powered Revenue Recovery service helping solo doctors and small clinics recover hidden revenue from insurance billing. We analyze 2–3 months of ERA/EOB data using internal tools to find patterns in denial codes, underpayments, missed modifiers, and other revenue leaks — often recovering 5–15% in overlooked revenue. My background spans software engineering, machine learning, and AI automation. Prior to FixDenials, I explored foundational research in AI interpretability through Binomial Research. I’m now focused on building healthcare-first automation products that create real-world financial impact for independent providers.

Experience

17 yrs 8 mos
Total Experience
2 yrs 5 mos
Average Tenure
6 yrs 11 mos
Current Experience

Fixdenials.com (binomial, inc)

Founder

Mar 2024Present · 2 yrs 2 mos · Delaware, United States

  • Building AI-powered revenue recovery tools for solo doctors and small clinics.
  • Designed and launched a free audit workflow for analyzing denied/unpaid claims from ERA/EOB data
  • Created FixDenials.com, a focused service with compelling UX for healthcare decision-makers
  • Led cold outreach and direct sales to understand denial workflows and revenue leakage patterns
  • Currently developing automated pattern recognition and reporting layers using AI and scripting tools
  • FixDenials is a product of Binomial Inc, a Delaware-based healthcare automation startup.
  • (Initially focused on deep tech and AI interpretability research. Pivoted to healthcare revenue automation in Q1 2025 after months of market exploration and founder-led sales.)
AI-powered revenue recoveryUX designSales strategyPattern recognitionArtificial IntelligenceBusiness Development

Antler

Founder in Residence

Mar 2024May 2024 · 2 mos · Toronto, Ontario, Canada · On-site

Sporttotal.tv gmbh

Software Consultant

Jan 2021Mar 2023 · 2 yrs 2 mos · Berlin, Germany · Remote

  • Sporttotal.tv is a club level sports live streaming website. The website had major problems in handling load during popular live matches.
  • Improved performance of the website from up to 4-5 hours of downtime during popular live matches to perfectly smooth operation during even a major league without even any perceptible slowdown.
  • Created an extensive set of load testing and system health monitoring tools for overseeing problems and scaling up infrastructure on demand.
  • The database was custom built by a Netherlands company which was no longer available for support. Created many patches for this realtime acyclic database based on load testing results to improve bottlenecks.
  • Implemented multiple levels of caching and also a switchable backup site with only the most important matches for the day to ensure uptime under all scenarios.
  • Integrated frontend video player for the new version of the website with inlay ads from Google ad platform inside video player with various settings to control position and duration of display, maintaining size and position with resizing of the player and full screen mode.
  • Worked with team on creating frontend pages and UI components and fixing bugs on the new version of the website
  • Tech : Nodejs, React Js, Redis, Javascript
Node.jsReact.jsRedisJavaScriptSoftware EngineeringWeb Development

Wesound softwares pvt ltd

Director

Jun 2019Present · 6 yrs 11 mos · Bengaluru, Karnataka, India · On-site

  • We work at the cutting edge AI consulting and services.
Machine Learning

Query.ai

Software Consultant

Nov 2018Jan 2021 · 2 yrs 2 mos · India

  • QueryAI is a cyber security platform to get meaningful insights on your data without needing high level analytics experience.
  • End to end (frontend + backend) shared playbook management system - Create, Update, View and Run and also share/unshare playbooks with communities and groups with various levels of access.
  • Rewrote auth system to auth0 based authentication and role based access.
  • Built a prototype slack app for submitting basic configuration and commands to the core server and receiving and displaying output in slack.
  • Built an asynchronous version of API with celery queue and also UI for monitoring task status.
  • Many small fixes and features on both frontend and backend sides.
  • Tech : Python Backend, Angular, Typescript, PostgreSQL
PythonAngularTypeScriptPostgreSQLSoftware EngineeringCybersecurity

Learn piano app

Freelance iOS Developer

Oct 2017Nov 2018 · 1 yr 1 mo · Delhi, India

  • Develop an iOS App (client project) to scan musical sheets and match students’ performances against the sheet to score them and tell their mistakes.
  • Tech : SWIFT, Digital Signal Processing, Optical Character Recognition
SWIFTDigital Signal ProcessingOptical Character RecognitionMobile DevelopmentSoftware Engineering

Eriyaz

Co Founder

Dec 2014Sep 2017 · 2 yrs 9 mos · New Delhi Area, India

  • At eRiyaz we make fun apps and games to learn to sing in a fast and fun way. Our apps give precise ,objective and immediate feedback which is usually missing when learning with a Guru.
  • Also launched app RateMySinging. RateMySinging is a social learning platform for hobbyist singers, where they give feedback to each other.
  • As a co-founder i play multiple roles : developer, marketer, music teacher, designer and content creator.
  • On the product side we use following technologies :
  • Node, Mongo, Express, Angular, Polymer, Gulp, Sass, Requirejs, html, css, javascript.
  • Also launched app RateMySinging. RateMySinging is a social learning platform for hobbyist singers, where they give feedback to each other.
Machine Learning

Petasecure, inc.

Software Engineer

Sep 2013Dec 2014 · 1 yr 3 mos

  • Petasecure is an analytics engine for security professionals to detect and predict threats. I implemented the backend search API at petasecure.
  • • Implemented an events search language with operators like AND, OR, NOT, BETWEEN, regex, quoted terms, startswith, endswith, contains, >, <. >,<=,=,!=
  • • Search query could be executed on multiple search engines - hbase scan, Map Reduce, SOLR, Impala - based on configuration
  • • Implemented a graph query language over TitanDB for searches like attack.target AND targetport=22 AND attack.source.ip = 192.168.1.1.
  • • Implemented various pipeline operators to work over returned results - anomaly,
  • rare,top, groupBy, eval, distinct, columns filter, rows filter (where), count,min,max,
  • avg,mean,median,mode,stddev, variance, sum.
  • •Implemented some machine learning operators - SVM one-class classifier,
  • bayesian network based analysis, k-means classifier
  • • Wrote parsers to convert Petasecure app input output data to other industry standard formats.
  • • Implemented an automated integration testing setup for the search REST api using
  • testNg, Rest Assured.
Node.jsMongoDBExpressAngularJavaScriptSoftware Engineering+1

Self employed

Freelance Java Developer

Apr 2011Aug 2013 · 2 yrs 4 mos · New Delhi Area, India

  • Front end development & Recommendation Engine for Tastetablet
  • Tastetablet is a pininterest like project where users can follow topics they like and get their feed.
  • • Implemented parts of this tastetablet front end. Worked on html, css, javascript.
  • • Implemented a recommendation engine to rank feed stories for the tastetablet home page, user's home page, and topic pages.
  • Test Automation for Sahi (Tyto Software)
  • Sahi is a test automation tool like selenium. It has its own language to write scripts to automate various browser tasks.
  • • Implemented webdriver based version of the sahi API.
  • • Explored browser automation for the mobile.
  • Webscraping & Search for Techinflo
  • • Wrote scripts to curate the product information from Amazon, Best Buy, Google product search
  • • implemented a Solr based search for the curated product & brand data.
Machine Learning

Myntra edutechnic solutions pvt. ltd.

Business Development Executive

Jul 2010Mar 2011 · 8 mos · Hyderabad Area, India

  • Edutechnic was startup for which had a interactive teaching product. We made animations and games to be played on an electronic whiteboard to make k-12 teching fun and interactive. Company was headquartered in Hyderabad but I operated from Delhi to develop market in northern region. I initiated contact and made presentation in over 50 schools in and around Delhi.

Thought fabrics

Founder

Nov 2007Jun 2010 · 2 yrs 7 mos · Hyderabad Area, India

  • Developed a test analysis package for JEE coaching classes. It takes students' OMR data in tests and provides topic-wise and comparative graphical analysis to help students identify their weak areas.
  • Designed and developed the entire layered backend - mysql database design, hibernate based data access layer and the API layer for accessing and filtering data.
  • Reached over 100 institutes in 4 metro cities and converted 5 paying customers in 4 months.
  • Merged into Myntra Edutechnic Solutions Pvt. Ltd. which integrated our solution in its online testing platform for schools.
  • Tech : Java, MySql, Hibernate

D.e. shaw

Member IT

Aug 2006Oct 2007 · 1 yr 2 mos · Hyderabad Area, India

  • Risk reporting for Top Management at D.E Shaw (a $30B hedge fund). Developed end-to-end interactive reporting infrastructure (with another team member) to calculate and generate Risk and P&L reports for the top management at D.E. Shaw (a hedge fund).
  • Explore and evaluate BIRT vs Microsoft SSRS of this system. Prototype using both systems (Chose Microsoft SSRS)
  • Create frontend and backend for ingesting data and storing in a structured database and then presenting it in web based reports.
  • Provided visualization, sorting, filtering features on the reports.
  • Configure and send automated emails to the stakeholder.
  • Create a unified customizable dashboard using Liferay portal.
  • Tech : ASP .NET, Microsoft Business Intelligence and Reporting Tool, Perl Scripting, Javascript

Isti-cnr

Junior Visiting Assistant Researcher

May 2005Jul 2005 · 2 mos · Pisa Area, Italy

  • Developed end-to-end a Knowledge Representation System - FuzzyDL which allows for Fuzzy Inferencing over the coded knowledge. Developed it alone under guidance of a Senior Researcher at ISTI based on his research.
  • Implement Knowledge coding language for representing and querying any domain knowledge.
  • Implement an inference engine which parses the coded Knowledge and converts it into a set of mathematical equations to be optimized using COIN-OR library.
  • Implement some demo use cases of the system for presenting to potential industry users.
  • Tech : Knowledge Representation, Description Logics, Fuzzy Logic, Semantic Web, Web Ontology Language (OWL), Resource Description Framework (RDF), Java, Java-swift, JavaCC Parser Generator, COIN Operations Research Library

Education

Indian Institute of Technology, Kanpur

Bachelor of Technology - BTech — Electrical and Electronics Engineering

Jan 2002Jan 2006

Stackforce found 100+ more professionals with Artificial Intelligence & Business Development

Explore similar profiles based on matching skills and experience