Ankit Mallya

hi, Ankit here

I'm a software engineer building data platforms, automation, and product-grade pipelines — focused on clarity, reliability, and measurable impact.

Currently building DataXchange at BetaNXT, a fintech company powering wealth management. We make data flow for advisors and asset managers faster and more reliable.

Now

Building

DataXchange Platform

Reliable data movement and transformation for wealth management workflows.

FinTech Platform Shipping

Core Stack

Cloud + Data Platform

Building pipelines, integrations, and scalable infrastructure.

AWS AWS Snowflake Snowflake dbt dbt Terraform Terraform Confluent Confluent Git Git Python Python SQL SQL
Cloud Data Engineering Automation

Focus

Reliability · Observability · Scale

Improving platform trust through metrics, monitoring, and quality.

SLA/SLO Data Quality Monitoring

Exploring

Agents · LLM + RAG · Semantic Search

Making enterprise data discoverable, usable, and decision-ready.

AI Enablement Knowledge Retrieval Enterprise Search

Focus areas

Platform & data engineering

  • Data ingestion, transformation, and pipeline reliability
  • Cloud-native architecture and scalable platform design
  • Streaming, governance, schema design, and performance tuning
Data Platforms Cloud Streaming

Product strategy

  • Problem discovery, user pain points, and impact mapping
  • Roadmaps, prioritization frameworks, and stakeholder alignment
  • Outcome-driven delivery tied to OKRs and success metrics
PRDs Roadmaps OKRs

Execution & leadership

  • End-to-end ownership across engineering and business teams
  • Clear specs, technical alignment docs, and stakeholder communication
  • Shipping consistently without compromising quality
Execution Stakeholders Delivery

Quick links