Available for select builds

Jyothi Kumar Dummala

JK AI TECHNOLOGIES

Software Engineer / AI Engineer

Sole Proprietorship - Staying in India, building for the world.

I build production-grade GenAI products end-to-end - provider orchestration, prompting + context engineering, RAG, fine-tuning, agentic workflows, and evaluation frameworks.

Ownership, collaboration, and measurable business outcomes.

Product roadmapsDesign reviewsFull-stack shippingAI systemsEval + QA loops
See recent work Start a project

Multi-LLM integrations

OpenAI, Anthropic, DeepSeek, Gemini with project-specific evaluation frameworks.

90%+ accuracy lift

Advanced prompting, context management, RAG, and fine-tuning strategies.

Long-running agents

500+ tool calls with 90% accuracy via rigorous context engineering.

Unified LLM Wrapper

Agentic wrapper with retries/fallbacks and 500+ downloads.

01Where I shipped

Experience

ProdGain

Software Engineer (AI / Full-stack)

Hyderabad - Jun 2024 - Present
  • Built full-stack MERN applications with integrated GenAI capabilities.
  • Integrated OpenAI, Anthropic, DeepSeek, Gemini and built evaluation frameworks.
  • Improved LLM performance by 70%+ using prompting, context, RAG, fine-tuning.
  • Architected long-running agents with 500+ tool calls and 90% accuracy.
  • Owned product scoping, roadmaps, and milestone delivery for client builds.
  • Led design reviews and shipped UI, backend, and AI workflows end-to-end.
  • Instrumented reliability checks, eval suites, and release checklists.
  • Took end-to-end ownership and supported hiring, knowledge transfer, and architecture reviews.

ADP

Software Developer Intern

Hyderabad - Jul 2023 - Oct 2023
  • Built backend CRUD routes in Node.js.
  • Automated SQL queries and API calls; improved code structure with JS, jQuery, SQL, HTML, CSS.
  • Collaborated with QA and product to deliver internal tooling updates.
  • Refactored legacy modules for maintainability and clearer data flow.

Brainlox

Full Stack Engineer (Remote)

Remote - 2023
  • Developed React.js UI pages and integrated with AWS services.
  • Translated design requirements into responsive UI components.
  • Shipped features with cloud integrations and clean release notes.

KMIT - Teleparadigm Networks

R&D Intern

Hyderabad - Sep 2022 - Dec 2022
  • Built an event-driven drone control app with a custom Alexa skill.
  • Worked with AWS API Gateway websockets, Lambda, DynamoDB, and drone programming.
  • Prototyped event flows, telemetry, and interactive demos.
  • Documented architecture and findings for research review.
02Selected builds

Recent work

Unified LLM Wrapper

A developer-friendly agentic wrapper across providers with reasoning, retries, and fallbacks.

500+ downloadsMulti-provider: OpenAI, Anthropic, Gemini

Prescription AI Webapp

Decodes handwritten prescriptions into clear text using a vision model + MERN stack.

Vision model extractionReadable post-processing

AWS DNS Dashboard

DNS monitoring dashboard using MERN + AWS SDK with CRUD operations.

Centralized DNS monitoringAWS SDK integration
03Toolbox

Skills

AI / GenAI

LLMs (OpenAI, Anthropic)Context engineeringPrompt engineeringFine-tuningRAG workflows

Web Development

Node.jsReact.jsExpress.jsNext.js

Programming

C/C++JavaPythonTypeScriptJavaScriptSQLDSA

Databases

MongoDBMySQLDBMS

Cloud / DevOps

AWSGit/GitHubJenkinsDockerKubernetes

My 5-tier GenAI build approach

Provider + orchestration layer

Switch/route across providers with retries, fallbacks, and consistent interfaces.

Prompting + context engineering

Structured prompts, context shaping, and failure-mode mitigation.

RAG + tool use

Retrieval-augmented workflows with disciplined context management.

Fine-tuning + adaptation

Push accuracy and consistency beyond prompting and retrieval.

Agentic systems + evaluation

Long-running agents with measurable performance via eval frameworks.

04Writing

Blog

Reliability-first LLM systems

Draft

A practical blueprint for production GenAI with evals and fallbacks.

Context engineering playbook

Draft

How I shape context to keep models grounded and outputs stable.

05Let's build

Contact

Build together

I design roadmaps, run reviews, and ship full-stack + AI systems end-to-end.

Clear scope, fast iteration, and production-ready reliability.

Product roadmapsDesign reviewsFull-stack shippingAI systemsEval + QA loops
Book a callStart a project

Contact

Location

India (Open to Remote / Relocate)