Ashwini Ainchwar — Co-Founder
Building AI-powered products that turn messy data into insights. I’m a software engineer with experience in Machine Learning and Gen AI. From 0 → 1 prototypes to production roll-outs, I build products that cut costs, save hours, and make complex decisions simple. Impact at a glance • C3.ai – Led development of full-stack, AI-driven energy-efficiency apps that surface granular savings opportunities and regulatory insights, unlocking ~$1.7 M/year for enterprise customers. • JPMorgan Chase – Engineered cloud-native microservices and data-heavy apps that boosted internal adoption and customer-experience scores. • USC InfoLab – Devised a novel approach that achieved 8× memory reduction over state-of-the-art cardinality estimators and contributed to IARPA’s HAYSTAC human trajectory generation initiative. Gen-AI & RAG builds • Equipment-manual chatbot – Vector-indexed PDF pages with hybrid search + HyDE, returning cited answers and trimming technician lookup time from minutes. • Purchase Order Processing – App to automatically read purchase orders using OCR, auto-matches line items with Product inventory via RAG, and exports ERP-ready csv at 90 %+ match accuracy, eliminating manual re-keying and slashing order-entry time. I’ve gathered requirements alongside end users and worked with cross-functional teams through rapid prototyping. I’m happiest learning the next tool that unlocks value. If you’re solving similar challenges let’s connect and keep growing. Fight On!
Stackforce AI infers this person is a SaaS and Fintech expert with strong capabilities in AI and data-driven solutions.
Location: San Jose, California, United States
Experience: 6 yrs 3 mos
Skills
- Full-stack Development
- Machine Learning
- Java
Career Highlights
- Led development of AI-driven energy efficiency apps.
- Achieved 8x memory reduction in cardinality estimation.
- Built applications that improved user experience and operational efficiency.
Work Experience
Stealth AI Company
Founding Engineer (1 yr)
C3 AI
Software Engineer (6 mos)
University of Southern California
Research Assistant (7 mos)
Machine Learning - Course Producer (4 mos)
JPMorgan Chase & Co.
Associate Software Engineer (2 yrs 1 mo)
Software Engineer (1 yr 11 mos)
Summer Intern (2 mos)
Education
Masters at University of Southern California
Bachelor’s Degree at Visvesvaraya National Institute of Technology
Junior College at Sri. Shivaji Science College, Congressnagar,Nagpur
High School at Somalwar High School, Ramdaspeth, Nagpur
