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ββββββββββββββββββββββββ βββ βββββββββββββββββββββββββββ
βββββββ ββββββββββββββββ βββ βββββββββββββββββββββββββββ
βββ βββ ββββββ βββ βββ βββ ββββββ ββββββ βββ βββ
βββ βββ ββββββ βββ βββ βββ ββββββ ββββββ βββ
pratham = {
"role" : "Software Engineer @ Affinsys.ai",
"location" : "Bangalore, India",
"education" : "B.Tech CS (Data Science) Β· VIT Vellore Β· CGPA 9.25",
"focus" : ["Data Infrastructure", "LLM Systems", "Distributed Architecture"],
"prev" : "SDE Intern @ CME Group",
"open_to" : "SDE-1 / Data Engineer roles Β· Bangalore / Delhi NCR",
}Building systems where data pipelines meet intelligence β from NLQβSQL platforms to event-driven warehouses, I ship infrastructure that scales and sticks.
| Service | What I Built | Impact |
|---|---|---|
| DBOps | LLM-driven system using Claude to synthesize executable ETL pipelines from natural language, with schema validation & iterative correction loops | Reliable NLβETL at scale |
| Datalens | NLQβSQL analytics platform with secure sanitisation, metadata-driven query gen, reusable chart catalogs & 15+ dynamic chart types | β 80% dashboard creation time |
| Analytics | End-to-end service powering 20+ dashboards & 200+ charts with real-time insights, materialized SQL views, and an automated report scheduler for 100+ recurring reports | β 40% query overload |
| Archival | Distributed archiving across 10+ services β referential integrity, failover strategy, purge algorithm, MinIO β AWS S3 migration | Zero data loss guarantee |
| Eventlogger | High-performance event-driven data warehouse aggregating from 10+ services (AMQP/NATS) into 40+ tables with async writes | Rapid cross-service analytics |
- Re-engineered critical report & email generation algorithms β β 30% performance
- Built advanced data extraction & processing tools β β 40% latency
ποΈ Mirror-DB
Enterprise-grade PostgreSQL HA cluster with:
|
πͺ΅ LogHive
Scalable log archival system built for the long haul:
|
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β LANGUAGES Python Β· Golang Β· C Β· C++ Β· SQL β
β DATABASES PostgreSQL Β· Oracle Β· MongoDB Β· Data Warehouse β
β STREAMING Kafka Β· RabbitMQ Β· NATS Β· AMQP β
β DATA SCIENCE Apache Airflow Β· Spark Β· Hadoop Β· Astro β
β CLOUD & INFRA AWS Β· Docker Β· Kubernetes Β· GitHub Actions β
β OBSERVABILITY Tableau Β· Materialized Views Β· Custom Metrics β
β AI/LLM Claude API Β· NLQβSQL Β· ETL Pipeline Gen β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
π Chairperson @ IET-VIT
βββ Hosted technical events Β· 25% net profit Β· Mentored 200+ members
π₯ 3rd Place Β· TRI-NIT Hackathon 2023
βββ Project: Clusterbase
π₯ Sponsor Track Winner Β· Devspace 2022 by CSI-VIT
βββ Project: Sportlight
ποΈ Google Cloud Computing Foundations β Certified
π
Kaggle Contributor β 4Γ Bronze Medal (Notebooks & Datasets)