---
title: "Shreyas Banagar - Software Engineer (AI ML) in Mumbai | Tal"
description: "Meet Shreyas Banagar, AI ML Engineer @ Paramatrix | Generative AI | Data Science | BITS Pilani based in Mumbai. AI stack includes antigravity, codex, and cursor."
image: "https://tal.club/meet/shreyas-banagar/share-image"
---

# Shreyas Banagar on Tal

## Headline

AI ML Engineer @ Paramatrix \| Generative AI \| Data Science \| BITS Pilani

## Location

Mumbai

## AI stack

antigravity

codex

cursor

## Work experience

Software Engineer \(AI ML\) at Paramatrix Technologies Limited, Jul 2025 \- Present · 1 yr 2 mos, Navi Mumbai, – ConvX Conversational AI Platform ∗ Built enterprise conversational AI platform over structured and unstructured data for BFSI use cases\. ∗ Led development of agent\-based orchestration system for dynamic tool usage and multi\-step reasoning\. ∗ Implemented real\-time streaming using WebSockets for AI responses and tool execution\. ∗ Designed context management system improving multi\-turn accuracy and reducing hallucinations\. – Playmity AI Employee Intelligence Platform ∗ Developed AI\-driven employee analytics system delivering personalized KPI\-based insights\. ∗ Designed complete LLM training pipelines using Supervised Fine Tuning, RLHF, and Direct Preference Optimization\. ∗ Built extract\-train\-feedback loops for continuous model alignment and performance improvement\. ∗ Used HuggingFace Transformers and Unsloth for fine\-tuning and vLLM for high\-throughput inference\. ∗ Integrated Redis for low\-latency retrieval and caching of employee performance metrics\. ∗ Deployed fully self\-hosted private LLM stack on local cloud infrastructure ensuring enterprise data privacy\.

Software Engineer \- DevOps at Zycus, Sep 2021 \- Feb 2024 · 2 yrs 6 mos, Mumbai, – Automated deployments using Python and Linux shell scripting across AWS and VMware environments\. – Developed REST APIs and managed CI CD pipelines using Jenkins and GoCD\. – Containerized applications using Docker and deployed scalable services on Kubernetes\. – Implemented Infrastructure as Code using Terraform and GitOps via ArgoCD\.

Software Development Intern at Receivables Exchange of India Ltd \(RXIL\), Aug 2020 \- Jul 2021 · 1 yr, Mumbai, Maharashtra, India

Summer Intern at MUMBAI RAILWAY VIKAS CORP\., May 2018 \- Jul 2018 · 3 mos, Churchgate, Mumbai, Worked on an extensive development project for the Mumbai suburban local train system\.

## Education

Master of Science \- MSc, Mathematics, Birla Institute of Technology and Science, Pilani

Bachelor of Engineering \- BE, Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani

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

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/shreyas-banagar#person",
      "name": "Shreyas Banagar",
      "url": "https://tal.club/meet/shreyas-banagar",
      "image": "https://tal.club/meet/shreyas-banagar/profile-photo.jpg",
      "description": "Meet Shreyas Banagar, AI ML Engineer @ Paramatrix | Generative AI | Data Science | BITS Pilani based in Mumbai. AI stack includes antigravity, codex, and cursor.",
      "jobTitle": "Software Engineer (AI ML)",
      "worksFor": {
        "@type": "Organization",
        "name": "Paramatrix Technologies Limited"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Software Engineer (AI ML)"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Mumbai"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Birla Institute of Technology and Science, Pilani"
        },
        {
          "@type": "EducationalOrganization",
          "name": "Birla Institute of Technology and Science, Pilani"
        }
      ],
      "knowsAbout": [
        "antigravity",
        "codex",
        "cursor"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/shreyas-banagar#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/shreyas-banagar#webpage",
      "url": "https://tal.club/meet/shreyas-banagar",
      "name": "Shreyas Banagar on Tal",
      "description": "Meet Shreyas Banagar, AI ML Engineer @ Paramatrix | Generative AI | Data Science | BITS Pilani based in Mumbai. AI stack includes antigravity, codex, and cursor.",
      "dateModified": "2026-08-02T02:34:57.671Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/shreyas-banagar#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/shreyas-banagar/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/shreyas-banagar/profile-photo.jpg",
        "caption": "Shreyas Banagar profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```