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LakshmiVadhanie/README.md

Hey, I'm Lakshmi 👋

ML Engineer. Builder of agentic AI systems and production LLM pipelines.

MS Data Science @ Northeastern University (Khoury College)

I care about shipping ML systems that work for real users. Most of my work lives at the intersection of LLMs, agentic workflows, and production infrastructure. I've built everything from fine-tuned language agents to adversarial robustness tools to full-stack hiring pipelines powered by LLM orchestration.

Currently a TA for AI-Assisted Software Engineering at Northeastern, co-founder of an AI productivity startup (Twinly), and always building something new.

LinkedIn Email Portfolio


What I'm Building Right Now

CodeRadar MCP Server - A Python MCP library for local codebase intelligence. Repo explanation, PR diff analysis, dependency CVE auditing via OSV.dev, static analysis with ruff/pyflakes, and self-healing code suggestions. Designed for PyPI publication.


📄 Publications

  • BERT-Based Treatment Recommendation System - First-place international award, published in IGI Global (2024). Built a BERT-powered system for personalized treatment recommendations.
  • Adversarial ML Resilience Against CNN Data Poisoning - Peer-reviewed research on defending convolutional neural networks against data poisoning attacks.

Pinned Loading

  1. PayFlow PayFlow Public

    A distributed payment processing backend built with Java 17 and Spring Boot 3. Four microservices communicate via Kafka events, share no databases, and are individually deployable. Designed for rel…

    Java

  2. SearchCore SearchCore Public

    A high-performance, full-text search engine built in Go. Replaces naive SQL LIKE queries with a BM25-ranked inverted index over a document corpus, exposed via a gRPC API.

    Go

  3. QuantDesk QuantDesk Public

    Multi-agent financial research assistant

    Python

  4. Enterprise-Workflow-Orchestrator Enterprise-Workflow-Orchestrator Public

    Enterprise teams lose hours daily to fragmented, siloed processes: approvals stuck in email threads, deployments with no visibility, compliance audits done in spreadsheets. This platform gives one …

    JavaScript 1

  5. Intelligent-Onboarding-Assistant Intelligent-Onboarding-Assistant Public

    A RAG-powered chatbot that makes company onboarding faster and easier by answering questions using organizational documents and recorded meetings. Built with production-grade MLOps infrastructure f…

    Python 5 4

  6. Distributed-Key-Value-Store Distributed-Key-Value-Store Public

    a fault-tolerant distributed system for storing and retrieving key-value data across multiple nodes. It focuses on consistency, replication, and scalable performance, with a simple API for reliable…

    C++