OnFinance AI
Full-timeAI and Fullstack Engineer · Jun 2024 – Present
Building ComplianceOS: compliance automation workflows + agentic analysis over large regulatory corpora.
Krishnatejaswi Shenthar
Python-first engineer focused on reliable APIs, distributed workflows, and pragmatic LLM tooling (RAG, evals, orchestration).
Building ComplianceOS at OnFinance AI (fintech compliance automation).
AI and Fullstack Engineer · Jun 2024 – Present
Building ComplianceOS: compliance automation workflows + agentic analysis over large regulatory corpora.
SDE Intern · Jan 2024 – Jun 2024
Modernized legacy interfaces and improved app performance through targeted frontend and integration work.
Log-to-resolution RAG system over 200 annotated production incidents — LLM parses raw logs into a causal DAG stored in MongoDB; ChromaDB (HNSW index) retrieves runbook context scoped to that graph traversal before generating a root-cause report. Output quality validated by a 3-model judge ensemble (Qwen3:32b, GPT-4o-mini, Llama-3.1-70B) across 9 reproducible experiment scripts; ships with CPU/GPU Docker Compose variants and one-command ./run.sh setup.
RBAC-powered BaaS for MongoDB targeting 50K+ QPS custom AST-caching policy expression compiler, lock-free router with atomics, fasthttp tuned for 256K concurrent connections, batched async audit logging. Ships with labeled Prometheus histograms (latency, RBAC eval outcomes, cache hit/miss), a pre-built Grafana dashboard, and a Python SDK bundled alongside the Go service.
Published and actively maintained library with 18K+ downloads, 41 stars, 10 versioned releases; v3.0.0 was a correctness release fixing a thread-unsafe counter, atomic file writes, MD5 deduplication, and a global socket.setdefaulttimeout() side-effect. Test suite grew from 0 → 41 passing tests with GitHub Actions CI; follows full pip packaging lifecycle with pyproject.toml and entry-point CLI.
APIs, distributed systems, and data pipelines built for production — observable, reliable, fast.
RAG pipelines, agentic workflows, evals, and LiteLLM orchestration over real regulatory-scale corpora.
From schema design to k8s deployment. I ship things that stay up.
Available for full-time roles and select freelance projects. Based in Bangalore — open to remote.