Founding Engineer- Full Stack + AI

AI/ML Engineer

CombineHealth | Bangalore (HSR Layout) | Hybrid, 4 days/week in-office

About CombineHealth

CombineHealth builds AI employees for healthcare revenue cycle management — agents that automate medical coding, billing, eligibility checks, denial management, and appeals for hospitals and physician groups across the US. Our platform runs in production at 97%+ coding accuracy across live customers, integrated with Epic, Cerner, athenahealth, and other major EHRs.

Before You Apply — Read This First

• 4 days/week in our HSR Layout, Bangalore office. Remote or fully-hybrid-light setups won't work for this team.
• Regular overlap with US business hours. Our customers, most of our leadership, and key stakeholders are US-based. You'll need flexibility for calls and collaboration that land in US morning/afternoon (India evening/night) on a recurring basis, not occasionally.

If either of these is a dealbreaker, save yourself and us the time — this isn't the role.

What You'll Actually Do

This is an agent-engineering role. Our systems are LLM-based agents, and the hard part isn't training models — it's making autonomous, multi-step systems reliable and auditable on regulated, high-stakes data. You'll work alongside senior engineers to build and improve these agents, with growing ownership as you prove yourself. Roughly:

• Help build AI agents that read unstructured clinical and claims documentation and produce structured, auditable outputs — codes, claim decisions, denial root causes, appeal drafts
• Contribute to agent architecture under senior guidance: multi-step orchestration, tool/function calling, retrieval, and context engineering
• Write and maintain eval harnesses and regression suites with hard accuracy bars. "The eval moved" is the unit of progress here — if you can't measure whether a change helped, it didn't happen
• Support production reliability and observability: tracing, logging, latency, debugging — with a senior engineer as backup, not solo pager duty from day one
• Work with senior engineers on confidence-threshold and human-in-the-loop review logic for regulated, high-stakes data
• Collaborate with product and RCM domain experts to understand real-world payer behavior and translate it into agent requirements, with support from senior team members
• Take increasing ownership of specific agent components as you build track record, with a clear path to fuller end-to-end ownership over time

What We Need

• 2–4 years shipping production software, with hands-on exposure to LLM-based systems — agents, RAG, structured extraction. Real production exposure (even as a contributor, not sole owner) matters more than side projects or coursework.
• Solid engineering fundamentals. You write production-grade Python, not just notebooks. You understand failure paths and care about correctness.
• Working familiarity with the LLM application stack: prompt engineering, tool/function calling, retrieval, and some exposure to eval-driven development. You don't need to have designed an eval harness from scratch, but you should understand why one matters.
• Some exposure to production systems: deployment, basic observability, debugging live issues, cloud (AWS/GCP/Azure). You're not expected to own infra, but you should be comfortable being in the room when things break.
• Experience with unstructured/messy real-world text is a plus — legal, financial services, insurance, healthcare, or similar domains.
• Ability to work with reasonable independence on well-scoped tasks, while knowing when to flag ambiguity to a senior engineer rather than guessing.
• Comfortable in a fast-moving startup environment: ambiguity, shifting priorities, and a willingness to learn on systems that don't have a textbook answer yet.
• Degree from a Tier-1 engineering institute (IIT/IISc or equivalent) is a plus, but we care far more about what you've built than where you studied.

Nice to Have (Not Required)

• Exposure to healthcare claims, medical coding (CPT/ICD-10/HCPCS), or RCM workflows
• Any exposure to a regulated data environment (HIPAA, SOC 2, or similar)
• Coursework or side projects involving fine-tuning, distillation, or smaller task-specific models

What Success Looks Like in 6 Months

• You've taken ownership of a well-defined component of a production agent, with senior support available
• You've meaningfully contributed to improving an accuracy, latency, or automation-rate metric on a live customer workflow
• You can debug a production issue in your area with minimal hand-holding, and know when to escalate
• You've built enough context to start taking on larger, less-scoped pieces of agent ownership

How to Apply

Please click on the link and fill in the details: https://forms.gle/dcNhnkaxUraatt8y5 

Data Engineer

Experience: 4–6 years

Key Responsibilities

• Design, build, and maintain scalable data pipelines and workflows.
• Manage and optimize cloud-native data platforms on Azure with Databricks and Apache Spark (1–2 years).
• Implement CI/CD workflows and monitor data pipelines for performance, reliability, and accuracy.
• Work with relational databases (Sybase, DB2, Snowflake, PostgreSQL, SQL Server) and ensure efficient SQL query performance.
• Apply data warehousing concepts including dimensional modelling, star schema, data vault modelling, Kimball and Inmon methodologies, and data lake design.
• Develop and maintain ETL/ELT pipelines using open-source frameworks such as Apache Spark and Apache Airflow.
• Integrate and process data streams from message queues and streaming platforms (Kafka, RabbitMQ).
• Collaborate with cross-functional teams in a geographically distributed setup.
• Leverage Jupyter notebooks for data exploration, analysis, and visualization.

Required Skills

• 4+ years of experience in data engineering or a related field.
• Strong programming skills in Python with experience in Pandas, NumPy, Flask.
• Hands-on experience with pipeline monitoring and CI/CD workflows.
• Proficiency in SQL and relational databases.
• Familiarity with Git for version control.
• Strong communication and collaboration skills with ability to work independently.

• Good understanding of Structured and Unstructured Databases (MySQL and MongoDB)
• Knowledge of Isomorphic Reactjs is An Added Advantage
• Experience in implementing following well-known React.js workflows such as Redux
• Ability to learn new technologies and languages quickly.
• Proficient Understanding of Code Versioning Tools, such as Git.
• Experience with Javascript Backend Framework like ExpressJS.
• Good Time-management Skills.
• Experience with Restful API Services.
• Delivering a complete front end application.
• Professional, precise communication skills.
• Deep knowledge of AngularJS/Node Js/React Js practices and commonly used modules based on extensive work experience.
• Good knowledge in Javascript and able to handle it.
• A Good logical thinker and P

Skills: Mernstack, Reactjs,experess,nodejs,MongoDB,PostgreSQL,

Domain knowledge: MERN/PERN stack (Mongo/PostgreSQL, ExpressJS, ReactJS, NodeJS)

Requirements:

• Academics (10th, 12th and Bachelors) > 70-75%
• Highly proficient in ReactJS, NodeJS (ExpressJS)
• Basic knowledge of PostgreSQL/MongoDB is a plus
• Should have expertise in developing data driven, responsive, modern web applications
• Aptitude to continuously learn new languages/concepts. Breadth of knowledge is required
• Strong fundamentals in programming concepts
• Knowledge of web development concepts and databases
• A really strong passion to towards technology
• Entrepreneurial attitude

Roles and Responsibilities:

• Develop, deploy and maintain IIoT platform used by the whole of Company
• Roll out similar IoT systems across the globe
• Understanding the functional domain deeply

Principal Software Engineer

Opportunity in this role / Why should you join here?

You will enjoy working with us if you are looking to work in a stimulating, flexible, open environment. You will experience ownership and independence at the same time providing technical solutions that work.

You will be part of the madness and thrill of growing the business from scratch. You get to make decisions, fail fast and learn fast. You get to contribute, add value to the organization by thinking like an entrepreneur. You are supported by the best talent in the industry and work with creative teams. You are rewarded as you go on proving yourself.

Requirements:

• Bachelor's degree in Computer Engineering/Computer Science or related field
• At least 6+ years of experience with at least 4 years of software application design experience
• Strong analytical and problem solving skills
• A full stack generalist with experience in both front-end and back-end technologies
• Proven experience in high-level programming languages, like Java and Development of scalable Web Applications and Web Services
• Experience in JavaScript frameworks like Angular, React, NodeJS
• Passion for delivering products end-to-end, from ideation to implementation
• Proven experience building complex web applications and micro services
• Strong experience with Spring Boot stack (spring cloud, spring-data)
• Extensive experience in developing and consuming REST APIs
• Experience in PHP is a plus advantage

Responsibilities:

• Participate in design reviews and recommend improvements
• Provide technical guidance in software design and development activities
• Recommend new technologies to ensure quality and improve productivity
• Support in all phases of SDLC and ensure delivery of high-quality products
• Analyse business requirements and design/develop most effective technical solution
• Analyse and troubleshoot application issues in a timely fashion
• Work with other engineers in planning, prioritising and executing assigned tasks within deadlines

x• Work with QA team in preparing test cases and assist in automation

• Mentor other Engineers as and when required
• Assist in maintenances and upgrades of existing software applications
• Assist in risk assessment and mitigation activities.
• Assist in technical audits and make sure to implement audit recommendations.

 We are looking for a Full Stack Developer-REMOTE Position

Strong knowledge of HTML, CSS, JavaScript, and JavaScript frameworks (e.g., React, Angular, Vue)

• Experience with backend technologies such as Node.js, DynamoDB, and PostgreSQL.

• Experience with version control systems (e.g., Git)

• Knowledge of web standards and accessibility guidelines

• Familiarity with server-side rendering and SEO best practices

 Experience with AWS services, including AWS Lambda, API Gateway, and DynamoDB. 

• Experience with Dev Ops- Infrastructure as Code, CI / CD, Test & Deployment Automation. 

• Experience writing and maintaining a test suite throughout a project's lifecycle. 

• Familiarity with Web Accessibility standards and technology

• Experience architecting and building Graph QL APIs and REST-full services.

About TechWeirdo:

Techweirdo delivers secure enterprise solutions from SaaS to On-Premise, anywhere, from Application to AI. We offer consultation, services and products to holistically address the digital transformation goals of the enterprises.

We are currently hiring a passionate, product-oriented MERN stack engineer to join a collaborative and innovative team to create technologically challenging, visually delightful, and easy-to-use digital products in a fast-paced environment.

Key Responsibilities:

• Design, build, optimize different modules of scalable applications on MERN stack

• Work closely with architects, business analysts, product managers, QA and UI designers to understand the deliverable and business priorities, UX flow and deliver QA approved, unit-testable solutions

• Collaborate with other members of technical team, delegate tasks, participate in code reviews and find out scope of further optimization

• Appear in project interviews, product roadmap discussions, feasibility analysis and sprint retrospective meetings to help in smooth project delivery as per customer expectation and technological excellence.

Skills/ Role Requirements:

• Strong knowledge of Node.js, Express, Microservices, npm packages

• Reactjs (exposure to Typescript is preferred)

• MongoDB, MySQL or any other Sql database

• Ability to write high quality REST APIs in Nodejs and Express

• Ability to create highly scalable and modular components

• Strong knowledge of using ORMs (Sequelize, mongoose)

• Hands-on experience on deploy, monitor, optimize, load-balance large scale nodejs applications on production

• Experience in serverless architecture either lambda or google cloud functions are a plus

• Hands-on experience on Docker, message queue, Redis, AWS managed services are a plus

• Server-side rendering (Nextjs), knowledge of Unix, shell script, deployment, and code sanitization/optimization (Intermediate)

• Have experience in working on large scale enterprise applications

• Strong understanding of coding best practices, error handling, lazy loading, etc.

• Experience in object-oriented design skills.

• An analytical mind and Problem-solving skills

• Open source contribution, active participation in developer communities, publishing own npm packages are plus

Working with TechWeirdo be like:

1. Surrounded by curious learners: With a Growth Mindset as our core strength, we created a learning environment with curious tech learners.

2. New challenges every day: There is no ordinary day at TechWeirdo, if you like solving problems, then this is the right place for you.

3. Zero micro-management, limited supervision: We encourage our team to take on challenging tasks and solve complex problems by taking ownership of their tasks. We trust our team to take calculated risks.

4. Great networking: You will be connected with c-suite executives of top organizations while working with our winning team.

5. Building technology how you want, when you want: We welcome people who see things differently as they are the one who has ability to change the world.

6. Being heard in every meeting: At TechWeirdo, suggestions are encouraged, initiatives are supported, and opinions and perspectives are valued.

Product management

• Work closely with the product team to translate abstract business & product requirements into crisp technical specifications along with a delivery roadmap

Product Development

• Define code architecture decisions to support a high-performance and scalable product with a minimal footprint
• Developing the frontend/backend and APIs, primarily using the MERN stack for Troopod.
• Delivering a robust backend platform for the product by incorporating important considerations regarding minimal downtime, high availability, data redundancy, tight security, etc. into the design
• Preparing test cases, creating automated build and test processes, setting up systems for CI/CD, and monitoring for the product
• Deploying on AWS using the right services for optimal performance
• Support the Troopod mobile application in its entirety, including working on bug fixes and improving application performance, reliability, and stability
• Continuously discover, evaluate, and implement new technologies to maximize development efficiency
• Managing development and deployment of the product following Modular programming, proper documentation, and code versioning

Customer Success

• Ensuring seamless use of Troopod Web-app and Mobile App by clients or internal teams and successful integration of client systems with Troopod backend and APIs wherever applicable
• Assisting clients with necessary remote support needed for the smooth understanding of and integration with Troopod product

Team Growth

• Contributing to the growth of the engineering team through proactive effort on knowledge growth, process improvements, and performance enhancements on existing solutions

Prior experience in the following things is MUST:

• Minimum 2 years of hands-on technical development experience as a MERN stack developer
• In-depth knowledge of NodeJS, Express or Restify
• Experience implementing applications using ReactJS and React Native
• Experience in creating frontend applications using HTML5, Angular, React, LESS/SASS
• Hands-on experience with JavaScript Development on both client and server-side
• Experience with modern frameworks and design patterns, minimum 3-year experience with MERN Full-stack paradigm
• Should have worked on AWS(EC2), DNS, and other server features
• Familiarity with code versioning tools (Such as Git, SVN, or Mercurial)

• Development experience for high-traffic, consumer-facing web or mobile application
• Experience in building a chat or social media app
• Creating secure RESTful-based web services in XML and JSON, Javascript, JQuery
• Experience in hiring and leading a team of developers
• Open-source contributions
• Experience with next.js, serverless, and tailwind CSS
• Eat, sleep, code, and repeat is a typical mantra of your life

• Work in a well-funded startup with a team of 2nd-time founders from top tier colleges like BITS and NIT
• Chance to get decent equity and become part of the founding and core team
• Build a highly scalable product that would one day impact the lives of billions across the globe
• Get guidance from the best product and tech folks out there at leadership positions in Dunzo, Razorpay, Haptik, etc

Novolytics is a novel Analytics Company which is trying to solve the problems of manufactures and machine asset owners. Predictive maintenance is going to be a huge part of Factory 2.0, which will allow manufacturers to keep machine downtime to minimum, boosting productivity and reducing losses due to down time. 

Novolytics is building a platform which would collect signal data, analyze and predict which machines need maintenance or are showing signs of wear. Currently our platform is being piloted for one of India's largest car manufacturers, to solve for vehicle maintenance and servicing based on car sounds.

Responsibilities:

• Work with development teams and stakeholders to create Full stack web applications
• Design client-side and server-side architecture for scale
• Design and manage the data models on various storage systems including databases, data warehouse and cloud object storage systems 
• Troubleshoot, debug and manage the applications using logging and dashboarding tools.
• Create security and data protection standards to ensure data security and integrity
• Work with the management and data to improve software

Qualifications:

• BE/BTech in Computer Science with at least 2 years of experience.
• Experience with Javascript stack, NodeJS (with Express JS) for backend and ReactJS for frontend
• Understanding and ability to create Restful APIs
• Experience with Database development (MySQL, Postgres, etc) including schema design and query optimization. 
• Knowledge of multiple front-end languages and libraries (e.g. HTML/ CSS, JavaScript, jQuery)
• Experience of mobile app development on Flutter is a plus 
• Knowledge of data structures & algorithms and should know when to use them.
• Familiarity with Web Servers (e.g. Apache) and networking among servers.   
• Experience with AWS or other cloud environments is an advantage.
• Understanding of design patterns and unit testing