Mewbo - Open Agentic Stack
An open agent stack for parallel automation, living documentation and cited search. Observe and steer agent runs from one console.
What’s New
Recent releases, talks, and things I’ve shipped.
What I work on
Agentic, retrieval, and recommendation systems. Built backend-first and cloud-native.
Agentic SystemsBackend APIsEmbedding & RetrievalRecommendation SystemsProduct EngineeringCloud-NativeRAGGraphRAGKnowledge GraphsLLMOpsModel ServingDistributed SystemsDeveloper ToolingObservability
Projects
Grove - Agents Worktree Manager
A workspace manager for coding agents. Pair each git worktree with a tmux session and follow progress from a web dashboard.
Simple Secrets Manager
A lightweight dockerized system for secure storage, and delivery for tokens, passwords, API keys, and other secrets using HTTP API, Swagger UI or Python Package. Developed to be simplified alternative for Hashi Corp Vault.
Pun Recommendation System
Implemented an Alexa Bot leveraging Articulatory Phonetics, weighted Levenshtein, and BERT for pun recommendations. Successfully developed sound and sense similarity using a robust database, enhancing user engagement and satisfaction.
Cyber Offense Detecting and Reporting (CODAR) Framework
AI internet moderation system using BERT and RESNET50, achieving state of the art performance in toxic text classification and image classification. Built scrapers for preparing a sensitive image classification dataset.
Resource and Event Management System (REMS)
An unified system for certificate generation and distribution, volume mailing, advanced form generation, mailing lists, monitor databases and a link shortener for small organisations/clubs.
Sign Language Translator
Built a translator using Convolutional Neural Networks (CNN) to classify signs with over 86% accuracy. The application was able to understand the variations among different national and regional sign languages dialects through crowd-sourcing.
Experience
2025
Founding Software Engineer
Simplify Jobs
August, 2025→Present
San Francisco, CA, USA
- •Simplify Jobs is a YC-funded, high-traction AI-native recruiting infrastructure startup powering automated job search for early-career talent and top tech employers.
- •Building next-gen Job Search and Recommendation Platform. Get hired. Join Simplify!
2025
AI Engineer
Consulting/Contract
2025→August, 2025
Seattle, WA, USA
- •Worked with multiple early stealth startups and businesses to take LLM and agent workflows from 0 to 1, shipping production-ready systems.
2024
Founding Software Engineer
Mattoboard
December, 2024→March, 2025
United States
- •Built an agentic LLM-powered crawler that autonomously ingests external sources to extract and structure product and inventory data for semantic search and retrieval.
- •Built cloud pipelines for GPU inference and serverless 3D rendering workflows.
2023
Research Assistant
Purdue University
2023→July, 2024
West Lafayette, IN, USA
- •Led a project (Chat Analysis Triage Tool) sponsored by a Department of Justice grant, collaborating closely with the high tech crime unit to detect social-network crimes in real-time using Open Weight LMs (llama2), BERT-based Authorship Attribution Models, and a BERT-SVM classification model for risk scoring.
- •Optimized request throughput with efficient Backend APIs, Kafka for high-volume data ingestion, and MLOps pipelines for model fine-tuning and deployment, while complying with OWASP and Data Privacy policies.
2021
Software Development Engineer
Wiley Edge
2021→2022
Bengaluru, India
- •SDE Consultant for Morgan Stanley: Developed a solution that synchronizes tickets across ITSM platforms like Jira and ServiceNow using Word2Vec embeddings, decision trees, and a Jinja2 Rule Engine to automate the discovery and mapping of involved parties, teams, and projects. This resulted in a 40% reduction in Mean Time to Acknowledge (MTTA) and a 15% reduction in Mean Time to Resolve (MTTR).
- •Key contributions included developing the REST API backend and React frontend as microservices, improving test coverage, streamlining CI/CD pipelines, deploying with OpenShift Kubernetes Engine, and observability using Prometheus, Loki, & Grafana.
2020
Machine Learning Engineer Intern
Ericsson
2020→July, 2021
Chennai, India
- •Implemented a system to track and search for named entities in legal documents by leveraging language modelling (BERT) and federated machine learning, resulting in increased privacy, GDPR compliance and efficient business-vendor document exchange.
- •Implemented the user interface with React/TypeScript to enable intuitive document querying.
2019
Program Lead
Bhumi NGO
2019→2019
Chennai, India
- •Drove a 6-member team under Tech4Change to provide technical consulting for NGOs. We set up donation portals and automation workflows, and integrated third-party tools for email, ads, and social media campaign management. I helped NGOs design campaign processes, build dashboards to track conversion and performance, and improve technical literacy so they could operate independently. I also connected them to relevant grants and sponsorship resources to reduce ongoing technology costs.
2019
Software Development Engineer Intern
Bhumi NGO
2019→2019
Chennai, India
- •Engineered a cloud-native donation platform and a crowd-sourcing platform for graphic designers within the organization.
- •Piloted the migration of legacy on-premises systems to the cloud and set up monitoring and alerting.
Education
2022 - 2024•West Lafayette, IN, USA
Master of Science in Computer and Information Technology
Purdue University
Natural Language TechnologiesData Privacy and SecurityIT Project ManagementCloud InfrastructureHuman-Computer InteractionResearch Methods in Computing
Chennai, India
Bachelor of Engineering in Computer Science
Sri Venkateswara College of Engineering, Anna University
Data Structures and AlgorithmsCloud ComputingOperating Systems and KernelsComputer ArchitectureData AnalyticsDatabases
Achievements & Awards
National Finalist at Smart India Hackathon
AICTE, Government of India
August, 2020
First Place at Smart Finance Hackathon
Daksh, SASTRA University
February, 2020
Third Place at Hack and Tackle 1.0
SSN College of Engineering
Feburary, 2019
Third Place at St. Peter's Hack
St. Peter's College of Engineering and Technology
March, 2019
Get in Touch
Hiring, open source collabs, hackathon sponsorships, or just a wild idea you want to riff on. Let's talk.