§ 03 / Bio · Operator dossier
Hello.
I'm Jawad Amir — a senior software engineer six years into building production AI and cloud platforms across fintech, healthcare, and analytics.
Currently AI Engineer at Anlytic (Dubai, remote), shipping a multi-agent analytics platform on the Vercel AI SDK and Anthropic Claude. Previously: Senior Software Engineer at IQVIA, AI Engineer (part-time) at Autonomix on Donna AI, and five years at Selise shipping fintech and on-chain systems out of Zurich.
Currently focused on agentic AI — multi-agent orchestration, MCP, RAG, and the unglamorous work of LLM cost optimisation.
- location
- Bangladesh · remote globally
- phone
- +880 177 161 4053
- xawadamir0@gmail.com
▌ Operator portrait
↳ b. Bangladesh · BS CSE / RUET, 2015–2019 · operates from a quiet room in Dhaka.
§ 03.01 / Receipts
What got shipped.
- LLM cost
- −70%
- Revenue
- $2M+
- Throughput
- 12×
- Research time
- −40%
Cut LLM API spend 60–70% at Anlytic via a dual compression system over tool schemas and message history.
Generated through a single configurable dashboard sold across European markets at Selise.
Peak-traffic message-routing throughput improvement via RabbitMQ tuning, with 50% latency cut.
Clinician research time cut via Pinecone-backed RAG across millions of medical papers at IQVIA.
§ 03.02 / Stack
Tools of the trade.
Current working inventory. Nothing here is theoretical — it's all running in production somewhere.
▌ Core
- .NET Core 8
- C#
- ASP.NET Core
- Python
- Django
- TypeScript
- JavaScript
- Angular
▌ AI & ML
- Anthropic Claude
- Claude Agent SDK
- MCP
- OpenAI GPT-4
- LangChain
- LangGraph
- CrewAI
- RAG
- Pinecone
- Azure AI Foundry
- Vercel AI SDK
- ElevenLabs
- HeyGen
▌ Cloud & DevOps
- Microsoft Azure
- AWS (EKS, Lambda, S3)
- Docker
- Kubernetes
- GitHub Actions
- Terraform
▌ Databases
- MongoDB
- PostgreSQL
- MySQL
- SQL Server
- Redis
- Snowflake
- DuckDB
- SQLite
▌ Architecture
- Microservices
- Clean Architecture
- CQRS
- DDD
- Event-Driven
- REST APIs
- Multi-Agent Systems
▌ Messaging
- RabbitMQ
- Kafka
- MassTransit
- SignalR
- Webhooks
§ 03.03 / Education
B.Sc. in Computer Science & Engineering
Rajshahi University of Engineering & Technology — Bangladesh
Where the foundation got laid: algorithms, distributed systems, and the late-night habit of reading source.
§ 03.04 / Notable
Other entries.
▌ Competitive programming
3rd · Intra-RUET 2019. Top 20 · IUBAT National Collegiate Programming Contest 2019.
▌ LeetCode
280+ problems solved across DP, graphs, and the inevitable median-of-two-sorted-arrays.
▌ Codeforces
Rating 1279 — climbing slowly, on weekends only.
▌ GitHub
Active contributor across infra and AI tooling — see the repository for the actual receipts.