Backend engineer.Ships things that hold upunder real load.

I build Python backends, AI pipelines, and infrastructure designed to stay invisible. The things I ship tend to stay up. When they don't, there's already a runbook for it.

CurrentlySoftware Engineer @ Betsol

StackPython · FastAPI · Postgres · Docker

Time in the field3 years

LocationBangalore, open to remote

3M+ records in production RAG✦$1M+/yr saved on RPA licenses✦40% fewer support escalations✦80% less unplanned downtime✦100+ client sites monitored✦10M+ records reconciled✦3M+ records in production RAG✦$1M+/yr saved on RPA licenses✦40% fewer support escalations✦80% less unplanned downtime✦100+ client sites monitored✦10M+ records reconciled✦

01 / About

The short version.

/ who, where, what

Backend engineer at Betsol. I replaced a six-figure RPA vendor contract with Python, built a RAG system that ships to production, and run a homelab that doubles as a staging environment.

/ Right now /

buildingAIgis v2, agentic homelab framework, multi-node support
readingDesigning Data-Intensive Applications (second pass)
intolocal LLMs, monorepo tooling, mechanical keyboards
based inBangalore, open to remote

02 / Work

Where the numbers come from.

/ 2.6 yrs · Betsol · 2 roles

Jan 2025 → Now

Software Engineer, Backend & AI

Betsol · Bangalore

Designed a RAG pipeline over 3M+ records using FastAPI, Azure OpenAI and FastMCP. Support escalations dropped 40%; average ticket time went from 48h to 29h.
Built uptime monitoring across 100+ client sites with Docker, Podman and Prometheus. Result: 80% less downtime, $40K/mo back from SLA penalties.
Shipped Grafana dashboards surfacing 11 real-time metrics across global infrastructure. Killed the weekly status-report ritual.
Wrote and maintains the Claude Code Skills Framework: 2 plugins in production, GitLab CI/CD, 5 more in review.
Built AIgis on weekends, demoed it internally on a Tuesday, and found it in production by Thursday.

Jul 2023 → Jan 2025

Associate Software Engineer, Python

Betsol · Bangalore

Replaced a BluePrism RPA stack with custom Python microservices (FastAPI, Django). Killed the vendor contract, saved $1M+/year.
Wrote 50+ automation workflows for finance operations: 90% less manual work, roughly 600 engineer-hours/year freed up.
Automated audit reconciliation over 10M+ financial records. Review cycle: 5 days → 1.
Rebuilt flaky REST integrations with retry and fallback logic. Nightly batch success rate: 72% → 97%.

Aug 2019 → May 2023

B.E. Information Science & Engineering

RNS Institute of Technology · CGPA 8.9 / 10

Wrote my first production-adjacent code, broke several things, and learned exactly why staging environments exist.

03 / Projects

Things I built for fun.

/ side quests

/01

Vision

A homelab that maintains itself — autonomously. Four subagents (sysadmin, searcher, writer, architect) handle health checks, disk alerts, backups, and deployments. 40+ containers, 3.6 TB storage, zero babysitting.

Token-based access control for GTA V peer-to-peer sessions. Firebase auth, GCP-deployable, 1K+ active users. None of whom read the docs.

Homelab monitoring with 11 metric collectors, a cascading-severity rules engine, Claude analysis at ~$0.01/scan, and 13 approval-gated remediation scripts. Weekend project. Now in production.

Decentralised photo sharing on Ethereum. Images live on IPFS, ownership verified on-chain. Built this when I thought gas fees were a reasonable UX tradeoff.

SolidityJavaScriptIPFS

↗

/05

DAO Voting

On-chain governance with proposal creation, delegation, and time-locked execution. Solidity + Truffle, deployed to Ethereum testnet. Peak 2021 energy.

SolidityJavaScriptTruffle

↗

04 / Writing

Notes from the terminal.

all posts ↗

2026.04.17

A Tiny Crew of Agents Running My Homelab

read →

2025.12.01

Building a Clean DNS Stack at Home

read →

2025.09.15

Running LLMs Locally: Why It's Important and How to Do It

read →

2025.09.04

My Engineering Operating Manual — Patterns, Rituals, and Receipts

read →

05 / Contact

Say hi.

/ get in touch

Got something weird
to build?

Backend systems, AI pipelines, automation that pays for itself. Or a side project that needs someone who won't just nod along. Pitch me.

EMAIL[email protected]↗LINKEDIN/in/sanskarjaiswal↗GITHUB@sanskarjaiswal2001↗BLOGblog.sanskarjaiswal.dev↗

Backend engineer.Ships things that hold upunder real load.

I build Python backends, AI pipelines, and infrastructure designed to stay invisible. The things I ship tend to stay up. When they don't, there's already a runbook for it.

CurrentlySoftware Engineer @ Betsol

StackPython · FastAPI · Postgres · Docker

Time in the field3 years

LocationBangalore, open to remote

01 / About

The short version.

/ who, where, what

Backend engineer at Betsol. I replaced a six-figure RPA vendor contract with Python, built a RAG system that ships to production, and run a homelab that doubles as a staging environment.

/ Right now /

buildingAIgis v2, agentic homelab framework, multi-node support
readingDesigning Data-Intensive Applications (second pass)
intolocal LLMs, monorepo tooling, mechanical keyboards
based inBangalore, open to remote

02 / Work

Where the numbers come from.

/ 2.6 yrs · Betsol · 2 roles

Jan 2025 → Now

Software Engineer, Backend & AI

Betsol · Bangalore

Designed a RAG pipeline over 3M+ records using FastAPI, Azure OpenAI and FastMCP. Support escalations dropped 40%; average ticket time went from 48h to 29h.
Built uptime monitoring across 100+ client sites with Docker, Podman and Prometheus. Result: 80% less downtime, $40K/mo back from SLA penalties.
Shipped Grafana dashboards surfacing 11 real-time metrics across global infrastructure. Killed the weekly status-report ritual.
Wrote and maintains the Claude Code Skills Framework: 2 plugins in production, GitLab CI/CD, 5 more in review.
Built AIgis on weekends, demoed it internally on a Tuesday, and found it in production by Thursday.

Jul 2023 → Jan 2025

Associate Software Engineer, Python

Betsol · Bangalore

Replaced a BluePrism RPA stack with custom Python microservices (FastAPI, Django). Killed the vendor contract, saved $1M+/year.
Wrote 50+ automation workflows for finance operations: 90% less manual work, roughly 600 engineer-hours/year freed up.
Automated audit reconciliation over 10M+ financial records. Review cycle: 5 days → 1.
Rebuilt flaky REST integrations with retry and fallback logic. Nightly batch success rate: 72% → 97%.

Aug 2019 → May 2023