Bala Sai Manvitha Konkimalla

Bala Sai Manvitha Konkimalla


Skills
Machine Learning
Deep Learning
AWS
LangChain
Artificial Intelligence
MySQL
Computer Vision
RAG
Experience

AI Native Software App Analyst

Accenture

Jul 2026 to Present
  • Currently undergoing stream training in Python Full Stack Forward Deployed Engineer (FDE).

Software Development Engineer Intern

Amazon

Jan 2026 to Jun 2026
  • Designed and shipped a config-driven unit-standardization layer on a large-scale Spark data pipeline that normalizes measurement values to canonical units before downstream rule evaluation, reducing errors caused by inconsistent input units.
  • Built a reusable failure-handling and reprocessing system for batch event-processing queues, giving previously invisible per-event failures full diagnostic visibility (error context, identifiers, classification tags) and automated retry with no data loss.
Projects

AI-Generated Wellness Recommendation Dashboard

Developed a frontend interactive wellness platform that provides Al-personalized health and mindful- ness tips based on user mood and preferences. Implemented features like Mood Tracking, Chatbot interaction, and real-time recommendations using Google Gemini API integration.

Spam Detection with Random Forest using MLOps Pipeline

Developed an automated ML pipeline using MLOps practices for reproducible data processing, model training, and evaluation. Integrated experiment tracking and version control to manage datasets, models, and results effectively using DVC.

RAG based Chatbot with Gemini

Developed a RAG-based chatbot integrating LLM (Gemini) with a vector database to provide context- aware answers from user-uploaded documents. Implemented a modular retriever + generator pipeline for efficient and scalable information retrieval.

Education

Batchelor of Technology

Indian Institute Of Information Technology Design And Manufacturing Kancheepuram

Nov 2022 to Jul 2026