---
title: "Aditya Sista - Senior Software Engineer Contract in Greater Bengaluru Area | Tal"
description: "Meet Aditya Sista, Ex Amazon, PlateIQ, AMAT, JustDial || BITS-Pilani based in Greater Bengaluru Area. AI stack includes claude code, langgraph, and mistral. Explore public work links including github and leetcode."
image: "https://tal.club/meet/aditya-sista/share-image"
---

# Aditya Sista on Tal

## Headline

Ex Amazon, PlateIQ, AMAT, JustDial \|\| BITS\-Pilani

## About

I am an experienced Software Engineer with a focus on Artificial Intelligence, Deep Learning, Image Processing and NLP\. Also experienced in general full stack web development\. I am passionate about leveraging my technical skills and expertise to drive innovation and solve complex business problems\. I am always eager to learn and explore new technologies and techniques for software development and machine learning\. Connect with me to discuss potential collaborations or opportunities\.

## Location

Greater Bengaluru Area

## AI stack

claude code

langgraph

mistral

claudecode

huggingface

PydanticAI

## Work experience

Senior Software Engineer Contract at SuperPe, Jul 2025 \- Oct 2025 · 4 mos, Bengaluru, Karnataka, India, Root Cause Analysis Agent \- Short Term Project \* Agentic AI using multi agentic system to narrow down root cause for production issues \* Reduced average resolution time per ticket from 72 hours to 14 hours \* Implemented MCP Servers for internal services and code repositories and Tech Stack: Pydantic AI, Python, Multi Agent Architecture, MCP Servers, Agentic AI, n8n workflows

Co\-Founder at IND\-CREATOR Games, Nov 2023 \- May 2025 · 1 yr 7 mos, Bengaluru, Karnataka, India, \* Scaled the company from 0 to 100K ARR USD \* Scaled the team size from 2 to 6 completely Bootstrapped \* Led the game production and released 5 Games and variations \* 110 Million minutes played across 5 games Tech Stack: Unreal Engine, C\+\+, Verse Language, Python

Software Development Engineer II at Amazon, Jun 2022 \- Mar 2023 · 10 mos, Bengaluru, Karnataka, India, Worked in Amazon’s Promotions Services Bounceback Fulfillment Service \- A service that fulfills bounceback promotions for eligible products to provide tokens and coupons to customers based on different rules created by vendors \* Created new workflow using AWS Step function and lambda to wake up pending workflows when promotion creator uploads new external tokens \* Scaled this up to 500k workflows every second \* Tech Stack: AWS lambda, AWS Step Function, AWS CDK, Java Preorder Price Guarantee Service \- A service that keeps track of price changes for products and refunds the customer if the price is lowered before the release date Increased the unit test coverage from 35% to 60% Tuned the garbage collector by monitoring metrics and load testing, which led to reduction in latency by 13% Added new autoscaling policies for alarms to stablize the service Tech Stack: Java, Junit, Spring, Mockito, AWS Cloudwatch

Sr Machine Learning Engineer at Plate IQ, Oct 2020 \- May 2022 · 1 yr 8 mos, Bengaluru, Karnataka, India, New Transformer Model to Auto\-Digitize Invoices Achievements: \* Processes 1\.2 million invoices per month \* Cost per invoice reduced from $0\.14 to $0\.11, cost saved: $35000 per month \* Increased F1 score of the predicted tags in the transformer model from 83 to 91 percent Tech Stack: BERT, LayoutLM, Transformer models, Detectron, SQL, Django, Amazon AWS, Pytorch, Pytorch\-lightning, Project Description: \* Created a service that uses transformer model \(BERT\-like\) to tag the words in the invoice \* Created an SDK to retrain the models and for easy finetuning for new vendors and edge cases \* Innovation: Introduced new embeddings to capture arithmetic relationships between float words in the input Object detection models as preprocessing for document parsing Built object detection models for detecting fields in documents \(like invoice date, invoice total, order quantity etc\) The output of the models being used for OCR, to increase its accuracy Tech Stack: Detectron2, Pytorch\-lightning, Flask, RCNN

Technical Lead \- Software at Applied Materials, May 2018 \- Oct 2020 · 2 yrs 6 mos, Bengaluru, Karnataka, India, A Clinical Decision Support Software for Pathologists: \* Uses AI algorithms for cancer detection for decision support for doctors, along with workflow enhancing features \* Defined the product roadmap after assessing workflow tediousness of doctors from the hospital visit \* designed entire architecture for the pilot phase that contains several modules that is running on cloud \* I have created three out of five algorithms for automated breast cancer detection, currently being used in production \* I owned the Algorithm server module which hosts several workers that perform computations on cloud GPU infra Deep Learning Training at a Scale: \* Designed and implemented full architecture of Whole Slide Image \(gigapixel images\) training using NVIDIA DGX\-1 GPUs, using both data and model parallelism, using slurm manager \* Achieved 5x boost in throughput in the whole training and inference process using mathematical models of queueing theory \(system patent filed\) \* Wrote several deep learning architectures \(ResNet, Inception\-v3, UNet, DeepLabv3, mask\-RCNN\) in both pytorch and keras, modified for our use cases \(cell segmentation, region of interest detection\) \* The algorithm for Estrogen Receptor \(Breast cancer biopsy\) achieved 92% concordance with doctors in pilot phase, designed and implemented fully by me \* Our Algorithm ranked 6th in CAMELYON\-17 challenge \(Gigapixel AI\) for breast cancer detection Technology and domain tags: AI in healthcare, deep learning, tensorflow, pytorch, C\+\+, C\+\+ Python interface, Pybind11, image processing, multi GPU training, python, backend, django, flask, data pipelining, OpenCV, computer vision, Microsoft Azure

Machine Learning Engineer at Just Dial Ltd, Jul 2016 \- May 2018 · 1 y 10 mo, Bangalore

Software Engineer at Stayzilla, Jun 2015 \- Jul 2016 · 1 y 1 mo, Bangalore

## Education

Master’s Degree, MSc\. \(hons\.\) Physics, Birla Institute of Technology and Science, Pilani

Bachelor’s Degree, BE \(hons\.\) Manufacturing, Birla Institute of Technology and Science, Pilani

## Public links

- github: https://github\.com/aditya6992
- leetcode: https://leetcode\.com/aditya6992

[View the original profile](https://tal.club/meet/aditya-sista)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/aditya-sista#person",
      "name": "Aditya Sista",
      "url": "https://tal.club/meet/aditya-sista",
      "image": "https://tal.club/meet/aditya-sista/profile-photo.jpg",
      "description": "Meet Aditya Sista, Ex Amazon, PlateIQ, AMAT, JustDial || BITS-Pilani based in Greater Bengaluru Area. AI stack includes claude code, langgraph, and mistral. Explore public work links including github and leetcode.",
      "jobTitle": "Senior Software Engineer Contract",
      "worksFor": {
        "@type": "Organization",
        "name": "SuperPe"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Senior Software Engineer Contract"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Greater Bengaluru Area"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Birla Institute of Technology and Science, Pilani"
        },
        {
          "@type": "EducationalOrganization",
          "name": "Birla Institute of Technology and Science, Pilani"
        }
      ],
      "knowsAbout": [
        "claude code",
        "langgraph",
        "mistral",
        "claudecode",
        "huggingface",
        "PydanticAI"
      ],
      "sameAs": [
        "https://github.com/aditya6992",
        "https://leetcode.com/aditya6992"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/aditya-sista#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/aditya-sista#webpage",
      "url": "https://tal.club/meet/aditya-sista",
      "name": "Aditya Sista on Tal",
      "description": "Meet Aditya Sista, Ex Amazon, PlateIQ, AMAT, JustDial || BITS-Pilani based in Greater Bengaluru Area. AI stack includes claude code, langgraph, and mistral. Explore public work links including github and leetcode.",
      "dateModified": "2026-09-15T12:32:13.399Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/aditya-sista#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/aditya-sista/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/aditya-sista/profile-photo.jpg",
        "caption": "Aditya Sista profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```