01 — About
Engineer who ships AI to production
I'm a senior engineer focused on the messy middle of AI products — where research meets reliability. I've led full-stack development on consumer apps with 100K+ users, scaled backend services to 50K+ daily requests on AWS, and built RAG and MLOps pipelines that improved production accuracy by 35% and cut deployment time by 40%.
Much of what I learn shipping this work ends up on the blog, from building production AI voice agents to reducing LLM API costs in production.
- 6+
- years experience
- 50K+
- daily requests handled
- 100K+
- users shipped to
- 99.5%
- deploy success rate
02 — Stack
Tools I reach for
AI / ML & MLOps
LLMs · RAG · LangChain · GPT-4 · Azure OpenAI · Prompt Engineering · TensorFlow · PyTorch · Computer Vision · NLP · Embeddings · Pinecone
Languages
Python · TypeScript · JavaScript · SQL
Frontend
React · Next.js · Redux · Tailwind · GraphQL
Backend
Django · FastAPI · Flask · Node.js · Express · Microservices
Cloud & DevOps
AWS · Azure · Docker · Kubernetes · GitHub Actions · Linux
Databases
PostgreSQL · MongoDB · Redis · Pinecone
03 — Selected work
Projects with measurable outcomes
Open Panacea
Full-stack healthcare platform serving 10K+ patients
10K+ patients
Next.js · TypeScript · FastAPI · GraphQL
KIRU
AI-powered HR platform for bulk resume analysis
LLM + MLOps
React · Redux · Django · LLMs
Fayvo
Social app with ML-powered recommendations
100K+ users · +28% engagement
React · Redux · TypeScript · Django REST
Dari
Mobile-first service marketplace with payments
Stripe + Tamara · k8s
Node.js · Express · MongoDB · Stripe
04 — Experience
Where I’ve worked
Software Engineer · Nuclieos
Apr 2024 — Present
- Production LLM chatbots with RAG, +35% response accuracy
- MLOps pipelines on Docker/K8s, -40% deployment time
- AWS backend scaled to 50K+ daily requests
05 — Client feedback
What clients say
“I'm impressed with Talha Jaleel's grasp of our world. He's a pleasure to work with — made this process easy and respectfully pushes for feedback where he needs it.”
Built a centralized accounts receivable and payment follow-up tool with smart aging buckets, dual CRM integration, and escalation protocols.
Christopher White
Owner, Fort Comfort Services · Denver, Colorado
“Talha Jaleel has great communication and collaboration.”
Built backend infrastructure for an AI-powered healthcare product — LLM integration into production workflows, REST APIs, prompt engineering systems for structured outputs, and test coverage.
Casey
CTO, Information Technology Company
06 — AI demo
Chat with my resume
This is a small RAG app: questions are answered by an LLM grounded in my resume content. Same pattern I ship to production — just inlined for the demo.
Try asking:
Note: requires GOOGLE_GENERATIVE_AI_API_KEY set in deployment env.
07 — Contact
Let’s build something
I'm currently open to senior full-stack and AI/ML roles, and project-based contracts, remote worldwide. The fastest way to reach me is email.
talhajaleel2@gmail.com