2025Live
Hands-on Generative AI
A multi-week exploration of LLMs, RAG systems, MCP, and diffusion workflows documented as a learning operating manual.
Portfolio 2025
Theja KunuthuruAI Engineer and Program Leader
I curate and ship AI programs at the edge of GenAI, LLMOps, and enterprise readiness. From concept to launch, I ideate, lead teams, and translate research into managed deliveries for clients across the globe.
Available for senior AI engagements
Based in India • Open to remote-hybrid
Quick stats
Years shipping Tech9+
Programs owned17
Primary baseBengaluru, IN
Currently building
LLM adoption playbook for enterprises
Packaging workflows covering training datasets, evaluation harnesses, and AI governance to accelerate enterprise pilots.
Focus
Capabilities
AI Delivery Leadership
ActiveLeading cross-border teams, PMO, and stakeholder rituals for AI initiatives across enterprise organizations.
- GenAI program roadmaps
- Delivery governance
- Executive reporting
LLM + GenAI Engineering
ActiveDesigning retrieval-ready LLM stacks with fine-tuning workflows, evaluation harnesses, and safety guardrails.
- Custom finetunes
- RAG blueprints
- Evaluation + MLOps
Pythonic Problem Solving
ActiveWriting production-grade Python applications, system automations, and prototypes rooted in DSA fundamentals.
- Applied Python builds
- DSA-driven problem solving
- Automation pipelines
Journey
Experience
2016 — 2025
Apr 2024 — Present
Netscribes (formerly AKIRA)
Senior Consultant
Own the PMO and accounts charter for AI & data science programs for North American and European clients.
AI DeliveryAccount GrowthStakeholder Management
Sep 2023 — Mar 2024
CEBS Worldwide
Project Manager
Shipped mobile banking programs in Oman by steering cross-functional squads and vendor partners.
Mobile BankingAgileVendor Alignment
Jul 2022 — Aug 2023
Tatra Data
Project Manager
Mentored ML proof-of-concepts and a flagship EdTech build covering roadmap, delivery, and staffing.
Machine LearningProgram Management
Aug 2021 — Jul 2022
IBM
Project Manager
Led DevOps migration programs to Azure for a major US telecom while maintaining SLA governance.
AzureDevOpsMigration
Dec 2020 — Aug 2021
Information Services Group
Performance Analyst
Built analytics frameworks that validated >25M USD contracts for a leading food & beverages client.
AnalyticsFinanceReporting
Mar 2019 — Dec 2019
Capgemini
Associate Consultant
Fronted testing operations, governance, and executive reporting for strategic accounts.
Testing OpsClient Management
Apr 2018 — Mar 2019
Capgemini
Senior Software Engineer
Built Python notebook suites to visualize QA KPIs for banking clients in ANZ.
PythonDashboardsVisualization
Feb 2016 — Mar 2018
Capgemini
Software Engineer
Automated performance testing for banking apps using Python and Selenium.
AutomationPythonSelenium
Academics
Education
Foundations & Lifelong Learning
2011 — 2015
Indian Institute of Technology (ISM) Dhanbad
B.Tech in Environmental Engineering
Built a strong engineering foundation with electives in data modeling, statistics, and systems design.
All India Rank 7075Capstone on data-driven sustainability
Ongoing
Self-directed learning
Specializations in GenAI & AI Engineering
Continuous coursework via DeepLearning.AI, Cohere, and open-source communities to stay sharp.
LangChain & LangGraphRAG systemsLLM fine-tuning
Selected
Projects & Case Studies
2026In progress • Details coming soon
Bespoke Enterprise Agent
Placeholder for an in-flight project combining LangGraph, custom data governance, and evaluation harnesses.
Details soon
Labs
Research & Learnings
Drafting
RAG Systems at Scale
Design notes for vector hygiene, evaluation cadences, and prompt frameworks across industries.
Publishing soonDocumentedUpdated 2025
Generative AI Field Notes
Weekly breakdown of foundations, transformers, agentic tooling, and deployment learnings.
Read the field notesContact
Let's shape something ambitious
Whether it is a GenAI pilot, LLM platform roadmap, I would love to collaborate. Tell me about your challenge, and I'll respond with a lightweight plan.
hi@thejakunuthuru.in