AIEngineer

I build agentic workflows and forecasting systems for real clients: from requirements to architecture to production, on Google Cloud.

+3Years building AI systems
+11Phases from raw data to forecast
+19Live evaluation cases

RecentProjects

AboutMe

I’m an INTJ, and I’ve always been drawn to order inside chaos. That’s the work I’ve done for over three years, across AI applications and backend development in retail analytics and legal technology. I work directly with clients to define requirements and deliver conversational workflows, analytical agents and document retrieval.

I believe an AI engineer is the person who tames the unpredictable nature of LLMs and makes them usable in the reliable, deterministic world of software.

Where IWorked

Astha IT
AI Engineer
Jul 2025 – Present

Primary engineer for a conversational AI platform and its demand-forecasting services: architecture, implementation and cross-service integration, working directly with the client.

Beraten Software
Software / AI Developer
Jul 2023 – Jun 2025

Backend and AI work for legal technology, including a RAG system with structure-aware chunking, reranking, cite-or-decline and clarifying questions over court documents.

What IWork With

01 — LANGUAGES
PythonAsync, Pydantic
C#.NET Core services
02 — FRAMEWORKS & TOOLS
LangGraph
FastAPI
Google Cloud
.NET Core
Polars
Vertex AI
BigQuery
Pub/Sub
PostgreSQL
Redis
Docker
03 — HOW I WORK
Agentic AI

Multi-agent systems, human-in-the-loop, guardrails

Retrieval

RAG, reranking, cite-or-decline answers

LLM evaluation

Live evaluation harnesses, automated leak checks

Forecasting

Time-series models, back-testing with WMAPE, MAE, RMSE

Observability

Structured logging, token and cost tracking

Solution design

Client requirements, PRDs, proof of concept to production

AI-native delivery

Plan → execute → finish: subagents build, a lead agent verifies, Jira and Confluence wired in via MCP

TheBlog

Software engineering and applied AI, written up on Medium. Start with the latest, or browse by series.

LATESTSERIES

Everything on Medium ↗

Let's worktogether

Open to remote roles and to conversations about agentic systems, forecasting, and solution design. Email is the fastest way to reach me.