I DON'TJUST BUILD AI.
“I don't just build AI. I figure out where it belongs.”
AI Solutions Engineer working across AI adoption, solution architecture, automation and business workflows — turning messy operational problems into practical, deployable systems.
I WORKBETWEENBUSINESSANDTECHNOLOGY.
AI Solutions Engineer with hands-on experience turning business requirements into AI-powered applications, intelligent workflows, automation systems, and deployable solutions.
HOW I THINK.
The technology is rarely the first question.
AI adoption starts with diagnosis, not technology. Installing an LLM over a broken manual workflow produces automated chaos. We identify the bottleneck first.
DISCOVER
Understand the business before touching technology.
Every client project begins by understanding revenue models, frontline team realities, current software stacks, and operational constraints.
DIAGNOSE
Find the bottleneck, not just the symptom.
Clients often ask for 'an AI agent' when their root problem is messy CRM hygiene, unclear qualification rules, or broken handoffs.
PRIORITISE
Identify where AI creates real leverage.
Not every process needs machine learning. We evaluate interventions on a strict matrix of technical feasibility versus commercial lift.
BUILD
Design the smallest valuable solution.
Avoid bloated multi-month engineering cycles. We architect modular, robust solutions that integrate directly into existing tools.
MEASURE
Prove whether the business actually improved.
An AI deployment is a failure if frontline employees ignore it. We monitor adoption metrics, calculate hard ROI, and refine.
PROOF > PROMISES.
Real deployments. Measured operational impact. No fabricated statistics.
Across partnership acquisition pipeline at Clozzet India
Sustained pipeline acceleration via automated outreach & scoring
Via deployed production Voice AI calling agent
Per rep on research, ICP evaluation, and sequence drafting
Full lifecycle institutional platform delivery across faculty & admin
Early intervention risk classification model using Python & Scikit-learn
SELECTED WORK.
Four production implementations demonstrating client discovery, architecture, and defensible ROI.
PRODUCTION VOICE AI CALLING AGENT
Designed and deployed production-grade inbound and outbound Voice AI agents with custom conversational logic, CRM integration and booking workflows for a live admissions advisory client.
MULTI-AGENT AI BUSINESS AUTOMATION
Sales teams spend hours researching target accounts, assessing ICP fit, and writing outreach. Deployed an autonomous agentic pipeline qualifying prospects and generating bespoke outbound sequences.
- • 10–15 target accounts autonomously qualified per week
- • ~10 hours saved per sales rep every week
- • Deterministic ICP scoring threshold preventing low-value clutter
AI-POWERED PARTNER ACQUISITION
Engineered automated acquisition workflows combining AI agents, CRM pipeline logic, and multi-channel outreach for India's first hyperlocal fashion marketplace (Clozzet India).
- • 60% reduction in manual prospecting effort
- • 3× qualified brand leads generated per week
- • Scaled partner onboarding without adding sales headcount
ENTERPRISE SCHOOL ERP ARCHITECTURE
Demonstrated full-lifecycle SDLC platform ownership: stakeholder discovery, relational schema modeling, role-based portals for faculty and admin, and production cloud deployment.
- • 500+ active institutional users
- • 100% paperless daily attendance and gradebook records
- • Full lifecycle delivery from paper discovery to deployment
SHOULD THISACTUALLY BE AI?
An editorial diagnostic for founders and operators.
Deterministic decisions, high repetition, and clean data make this an ideal candidate for end-to-end automation with n8n/Make pipelines and targeted LLM extraction.
WHERE I'VE OPERATED.
From early-stage RevOps loops to enterprise platform architecture.
CLOZZET INDIA
Designed and deployed AI-powered automation workflows for brand partnership acquisition, reducing manual prospecting effort by 60%. Built automated outreach and lead-scoring systems generating 3× more qualified brand leads per week.
STUDAI GENIE EDUTECH
Led AI-focused outreach campaigns connecting 1,000+ students to hands-on learning opportunities. Organized 10+ workshops on AI and data technologies, translating complex emerging technical topics for non-technical audiences.
INDEPENDENT TECHNICAL DELIVERY
Built a full-stack institutional school ERP system handling attendance, grading, scheduling, and parent communication for 500+ active users across faculty and administrative roles.
THE STACK.
Technology is evidence, not identity. A curated visual composition of the tools, orchestrations, and frameworks I use to engineer solutions.
BUILDING IS ONLYHALF THE JOB.
“The other half is understanding whether what you build actually solves the problem.”
Based in Ahmedabad, Gujarat, I work with startups, businesses, and international clients across US and UK time zones to design, deploy, and operationalize AI systems.
Whether it is engineering an inbound Voice AI admissions agent that converts international prospects 24/7, automating multi-agent account scoring that saves 10 hours a week, or architecting full-stack ERP software for 500+ users, I focus on frontline adoption and defensible commercial ROI.
THE STRUCTUREDVERSION.
Experience, technical depth, selected projects, and measurable commercial outcomes compiled in a clean, one-page format.