Open to opportunities

Aashritha Lakshmi Mallampati

@aashrithalakshmimall

Message

I build reliable AI and full-stack systems with tested APIs and CI/CD pipelines.

India

Message

What I'm looking for

I'm looking to build reliable AI, ML, and full-stack systems where I can contribute to tested APIs, scalable pipelines, and production-focused engineering workflows.

I've built and deployed AI and full-stack products including SessionZERO, a memory layer for AI coding agents, and TaskFlow, a project-management application with a 17-endpoint REST API, JWT sessions, role-based access control, and a React frontend.

My work emphasizes reliability: I created a 28-test pytest suite and GitHub Actions deployment gates for SessionZERO, and built scalable candidate-ranking retrieval using Sentence-Transformers, FAISS, and Sinkhorn optimal transport to rank 100K candidates in about 17 seconds on CPU.

At House of Couton, I improve ML/AI delivery through technical workflows, validation checkpoints, and trade-off analysis. Previously at Swecha Telangana, I debugged and tested an open-source ML pipeline in an Agile contribution workflow.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Subject Matter Expert

Current

House of Couton

Jul 2026 - Present (1 month)

Improved reliability of ML/AI solution delivery across client projects by authoring structured technical workflows and validation checkpoints. Produced trade-off analysis reports to surface risks and edge-case gaps before build phases.

AI ML AI Validation Trade Offs Risk Assessment

Education

Degrees, certifications, and relevant coursework

Birla Institute of Technology and Science (BITS), Pilani

Bachelor of Engineering, Computer Science

2023 -

Pursuing a Bachelor of Engineering in Computer Science with Honors, covering core topics such as data structures, algorithms, operating systems, and machine learning.