---
title: "Krishna Kishore Gedela - Software Developer in Bengaluru | Tal"
description: "Meet Krishna Kishore Gedela, ML Engineer · AI/ML · NLP/LLM | MSc Statistics & Applied Math | Python · PyTorch · Hugging Face | Backend SWE → ML based in Bengaluru."
image: "https://tal.club/meet/krishna-kishore-gedela/share-image"
---

# Krishna Kishore Gedela on Tal

## Headline

ML Engineer · AI/ML · NLP/LLM \| MSc Statistics & Applied Math \| Python · PyTorch · Hugging Face \| Backend SWE → ML

## About

I'm an ML Engineer with a strong foundation in statistics, applied mathematics, and backend software engineering — a combination that lets me build models that actually work in production, not just in notebooks\. My background: 🎓 MSc in Statistics & Applied Math — deep intuition for probability, distributions, model uncertainty, and evaluation metrics 💻 2 years as a Backend Software Developer — building APIs, databases, and production\-grade systems in Python 🤖 Data Science training \+ hands\-on ML projects — end\-to\-end pipelines using PyTorch, Scikit\-learn, Hugging Face, and LLM APIs I've built prediction and classification models from scratch and taken them to deployable APIs\. I'm comfortable on both sides of the ML stack — the math that makes models work and the engineering that makes them ship\. Currently looking for ML Engineer / AI Engineer / Data Scientist roles at product\-first companies where I can contribute to building intelligent systems at scale\.

## Location

Bengaluru

## Work experience

Software Developer at medinovix, Jun 2024 \- Present · 1 yr 11 mos, Vishakhapatnam, Andhra Pradesh, India, Worked on a Hospital Management System \(HMS\) — building APIs, managing databases, automating server operations, and maintaining production infrastructure on AWS\. Designed and developed RESTful APIs using Java and Spring Boot to support core HMS modules, enabling structured data exchange between application layers and backend services\. Wrote and maintained SQL scripts for data retrieval, transformation, and reporting — handling joins, aggregations, and stored procedures on production databases\. Automated database backups and server health monitoring using Shell scripts on AWS EC2, reducing manual maintenance effort by \~30% and improving operational stability\. Managed cloud infrastructure on AWS EC2 — performed remote server administration, deployed application updates, and maintained production system availability\.

Data Analyst at Lincoln Tech Pvt Ltd, Apr 2022 \- Nov 2022 · 8 mos, Vishakhapatnam, Andhra Pradesh, India, Worked as a Data Analyst supporting database operations, server infrastructure, data migration, and analytical reporting for business decision\-making — prior to pursuing MSc in Statistics & Applied Mathematics\. Managed AWS EC2 database infrastructure — performed regular backups, ensured data integrity and system availability, and administered remote server operations for production environments\. Developed and executed Shell scripts to automate routine server tasks and database operations, improving system efficiency and reducing manual effort across daily workflows\. Led data migration activities involving large\-scale Excel\-to\-database transfers — handled data validation, cleaning, and loading to ensure accuracy before committing records to the central database\. Analysed complex operational datasets and generated reports to support business decision\-making, translating raw data into actionable insights for internal stakeholders\.

## Education

Master of Science, Central University of Tamil Nadu \- India

Master's degree, Data Science, Guvi

[View the original profile](https://tal.club/meet/krishna-kishore-gedela)

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