Profile_Data
SANSKAR JAISWAL
Software Engineer
// What I Do
Passionate Python Developer with expertise in building scalable backend systems, automation frameworks, and cutting-edge AI applications. My work focuses on clean, maintainable code and high-performance system design that drives real business impact.
Bangalore, IN
EXP: 2.6 YRS
// Impact Metrics
ANNUAL_SAVINGS
LESS_DOWNTIME
HRS_AUTOMATED
Status
ACTIVE — Building AI tools with MCP + RAG at Betsol
// Tech Stack
Work_History
Software Engineer
Betsol — Bangalore, IN
- >Designed and deployed a scalable RAG pipeline in Python using Azure OpenAI and FastMCP, achieving sub-2s query responses on 3M+ records and cutting escalations by 40%
- >Built a Python-integrated React+Grafana dashboard for real-time monitoring of 11 global performance metrics, proactively detecting outages such as Office 365 disruptions
- >Architected Python tool to monitor 100+ websites, replacing legacy tool, reducing downtime by 80%, and saving $40,000/month
- >Created a Python LlamaIndex adapter layer and agent tracing, improving observability and standardizing agent workflows across 3+ tools
- >Reviewed and maintained high-quality Python code by performing 100+ pull request reviews
Associate Software Engineer
Betsol — Bangalore, IN
- >Migrated from BluePrism to a python based in-house platform, saving $1M+ annually
- >Developed 3+ core Python modules for the automation platform, improving observability and debugging
- >Engineered 50+ Python automations for 11+ clients, reducing manual operations by 90% (600+ hours/year saved)
- >Built an audit automation in Python to process 10M+ financial records, increasing compliance accuracy and reducing manual effort
- >Implemented a custom Python-based retry mechanism for unreliable endpoints, boosting nightly batch success rates by 25%
Featured_Work
Guardian Modified
Token-based access control for P2P networks
// Problem
GTA V P2P networks lacked proper access control, leaving 1,000+ users vulnerable to unauthorized sessions.
// Architecture
RAG Pipeline System
Enterprise-scale knowledge retrieval
// Problem
Manual escalation of support queries on 3M+ records was slow and costly, with high response times.
// Architecture
Automation Platform
Enterprise RPA replacement saving $1M+/yr
// Problem
BluePrism licensing costs exceeded $1M annually while limiting automation flexibility across 11+ clients.
// Architecture
Monitoring System
Real-time uptime monitoring for 100+ sites
// Problem
Legacy monitoring tool missed outages and lacked real-time visibility across 100+ global websites.
// Architecture
Latest_Writing
> Thoughts on AI, automation, and backend systems
Establish_Connection
> ready to collaborate on your next project
I'm always interested in discussing new opportunities, innovative projects, or just having a conversation about technology.
sanskar.jaiswal.work@gmail.com