THRYAKSHARI S DESAI profile photo 1 on Tal

THRYAKSHARI S DESAI

“AI/ML Engineer | B. Tech AI/ML Engineer|Multi-Agent LLM & Automation Systems|RAG & GenAI| NCC Air Wing Certified |Developing Next-Gen Defense Applications and Intelligent Security Systems | Defense tech & Robotics/RL|

Bengaluru

1+ year of work experience

Jane
Jun 20265 mosPresent

Designing and shipping production AI-automation platforms at Jane Aerospace, replacing manual email/spreadsheet workflows with multi-agent LLM systems. Collaborated on architecting and shipping 3 production platforms (procurement & supply chain, vendor onboarding, and an email-driven scheduling engine) in an intensive 6-week sprint — contributing across backend, infra, and integrations. design and built 10+ specialized Claude/Anthropic agents integrated with Zoho CRM/Mail/Books/Contracts/WorkDrive, Twilio, and third-party logistics/KYC APIs. Worked on defense-in-depth concurrency control, RBAC, and HMAC-secured approval links across all three systems. Stack: FastAPI, Celery, Redis, PostgreSQL, Docker Compose, Nginx, Prometheus/Grafana, CI/CD.
Jane
Jun 20265 mosPresent

Designing and shipping production AI-automation platforms at Jane Aerospace, replacing manual email/spreadsheet workflows with multi-agent LLM systems. Collaborated on architecting and shipping 3 production platforms (procurement & supply chain, vendor onboarding, and an email-driven scheduling engine) in an intensive 6-week sprint — contributing across backend, infra, and integrations. design and built 10+ specialized Claude/Anthropic agents integrated with Zoho CRM/Mail/Books/Contracts/WorkDrive, Twilio, and third-party logistics/KYC APIs. Worked on defense-in-depth concurrency control, RBAC, and HMAC-secured approval links across all three systems. Stack: FastAPI, Celery, Redis, PostgreSQL, Docker Compose, Nginx, Prometheus/Grafana, CI/CD.
OptimusLogic Systems Pvt Ltd
Jul 202511 mosMay 2026

Designed AI models for drone payload systems; engineered low-cost, edge-optimized computer vision pipelines for real-time autonomous operation.
OptimusLogic Systems Pvt Ltd
Jul 202511 mosMay 2026

Designed AI models for drone payload systems; engineered low-cost, edge-optimized computer vision pipelines for real-time autonomous operation.
Dvizira
Sep 20247 mosMar 2025

Mysore

Built AI models and autonomous agents for defence-grade applications: security automation, multi-agent situational awareness, and strategic decision-making systems.

THRYAKSHARI’s AI Stack

antigravity
antigravity
claude code
claude code
gemini
gemini
hermes agent
hermes agent
hugging face
hugging face
Deepgram
Deepgram

Education

KS Institute Of Technology

20214 yrs2025

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Headline

“AI/ML Engineer | B. Tech AI/ML Engineer|Multi-Agent LLM & Automation Systems|RAG & GenAI| NCC Air Wing Certified |Developing Next-Gen Defense Applications and Intelligent Security Systems | Defense tech & Robotics/RL|

About

I build AI systems for situations where getting it wrong isn't an option. B.Tech in AI & Machine Learning. Since then, I've built AI-powered security systems for women's safety, autonomous firefighting rovers with thermal analysis and computer vision, and production-grade multi-agent LLM systems that automate real business operations — procurement, vendor onboarding, and scheduling — end to end. I don't build demos. I build things that run, that hold up under pressure, and that matter when they're actually needed. What I care about: 1. Technology that protects — not just impresses 2.Systems built for the moment they're actually tested, not the moment they're pitched 3.Closing the gap between "AI research" and "AI that survives contact with the real world" Where my focus sits: • Multi-agent LLM orchestration & production-grade RAG systems (Claude/Anthropic API) • AI-driven security automation and strategic decision-support systems • Robotics & reinforcement learning — physics-based simulation, robotic manipulation • Systems engineering for AI: concurrency, access control, audit-grade governance — the unglamorous parts that decide whether something actually works in production Beyond the code: NCC Air Wing cadet. Trained on defense and aviation systems long before I trained any model. That's not a side note — it's where a lot of my instinct for "this needs to actually work, not just look good" comes from. If you're working on AI, defense tech, or automation systems worth taking seriously — let's talk.

Location

Bengaluru

AI stack

antigravity

claude code

gemini

hermes agent

hugging face

Deepgram

Work experience

AI Automation Engineer at Jane, Jun 2026 - Present · 5 mos, Designing and shipping production AI-automation platforms at Jane Aerospace, replacing manual email/spreadsheet workflows with multi-agent LLM systems. Collaborated on architecting and shipping 3 production platforms (procurement & supply chain, vendor onboarding, and an email-driven scheduling engine) in an intensive 6-week sprint — contributing across backend, infra, and integrations. design and built 10+ specialized Claude/Anthropic agents integrated with Zoho CRM/Mail/Books/Contracts/WorkDrive, Twilio, and third-party logistics/KYC APIs. Worked on defense-in-depth concurrency control, RBAC, and HMAC-secured approval links across all three systems. Stack: FastAPI, Celery, Redis, PostgreSQL, Docker Compose, Nginx, Prometheus/Grafana, CI/CD.

AI Automation Engineer at Jane, Jun 2026 - Present · 5 mos, Designing and shipping production AI-automation platforms at Jane Aerospace, replacing manual email/spreadsheet workflows with multi-agent LLM systems. Collaborated on architecting and shipping 3 production platforms (procurement & supply chain, vendor onboarding, and an email-driven scheduling engine) in an intensive 6-week sprint — contributing across backend, infra, and integrations. design and built 10+ specialized Claude/Anthropic agents integrated with Zoho CRM/Mail/Books/Contracts/WorkDrive, Twilio, and third-party logistics/KYC APIs. Worked on defense-in-depth concurrency control, RBAC, and HMAC-secured approval links across all three systems. Stack: FastAPI, Celery, Redis, PostgreSQL, Docker Compose, Nginx, Prometheus/Grafana, CI/CD.

Software Engineer at OptimusLogic Systems Pvt Ltd, Jul 2025 - May 2026 · 11 mos, Designed AI models for drone payload systems; engineered low-cost, edge-optimized computer vision pipelines for real-time autonomous operation.

Software Engineer at OptimusLogic Systems Pvt Ltd, Jul 2025 - May 2026 · 11 mos, Designed AI models for drone payload systems; engineered low-cost, edge-optimized computer vision pipelines for real-time autonomous operation.

AI Research Intern at Dvizira, Sep 2024 - Mar 2025 · 7 mos, Mysore, Built AI models and autonomous agents for defence-grade applications: security automation, multi-agent situational awareness, and strategic decision-making systems.

Education

KS Institute Of Technology

Public links

github: https://github.com/Thrya29