The Engineer
Behind the
Systems.
I'm Vaibhav Ranashoor, a full stack data scientist with 3+ years of experience building production systems. I work across the entire stack, from LLM/RAG applications to data pipelines to backend services.
MS in Data Science at University at Buffalo (SUNY), graduating December 2025. Building LLM/RAG systems and exploring the intersection of AI and production engineering.
Buffalo, NY (Open to Relocation)
AWS Certified Data Engineer - Associate (July 2025)
Career
Journey
Building progressively more impactful systems across product analytics, data engineering, HPC, and applied AI.
Vaspian
AI Product Engineer Intern
LLM/NLP Support Automation
- Automated ~60% of customer-support workflows and reduced retrieval latency 40% by deploying a customer-facing LLM/RAG system over 10k+ call transcripts
- Reduced hallucinations by 35% by defining quality metrics, evaluating customer-facing LLM outputs, and prioritizing fixes from failure-mode analysis
Vaspian
AI Product Engineer Intern
LLM/NLP Support Automation
- Automated ~60% of customer-support workflows and reduced retrieval latency 40% by deploying a customer-facing LLM/RAG system over 10k+ call transcripts
- Reduced hallucinations by 35% by defining quality metrics, evaluating customer-facing LLM outputs, and prioritizing fixes from failure-mode analysis
C-DAC
Software Engineer
HPC in AI Trainee Program
- Supported drug-discovery workflows for pharma clients by running NWChem simulations on HPC clusters
- Reduced failed HPC job cycles by 15% by diagnosing SLURM-scheduled distributed workload failures
PRR Technologies
Data Engineer
Product Analytics
- Improved customer targeting by segmenting users across behavioral and transactional criteria
- Enabled hourly KPI monitoring by building AWS Glue/S3 pipelines ingesting 12k+ events/day
PRR Technologies
Data Engineer
Product Analytics
- Improved customer targeting by segmenting users across behavioral and transactional criteria
- Enabled hourly KPI monitoring by building AWS Glue/S3 pipelines ingesting 12k+ events/day
Jio Platforms
Software Engineer
Product Analytics
- Improved product usability for 10k+ farmers by optimizing analytics platform APIs, reducing latency 60%
- Achieved 99.9% data reliability through Python/SQL data-quality checks and automated validation
Skills &
Tools
Analytics & DS
Applied AI / NLP
Data & Cloud
Databases
Education
MS in Data Science
University at Buffalo (SUNY)
B.Tech in Information Technology
VJTI (University of Mumbai)
Certifications
AWS Certified Data Engineer - Associate
How I
Build
Production First
Every system I build is designed for production from day one. That means monitoring, testing, documentation, and reliability baked in.
Impact Driven
I measure success by outcomes: latency reduced, accuracy improved, workflows automated. Every project has clear metrics.
Collaborative
Technical excellence means nothing without clear communication. I document, share knowledge, and reduce onboarding friction.
Let's Work Together
I'm open to opportunities in data science, ML engineering, and full-stack development. If you're building something interesting, let's talk.
Get in Touch