Building AI systems people can trust.
I design and build production-ready AI systems across LLM agents, retrieval pipelines, voice automation, intelligent workflows, and full-stack applications. My work combines probabilistic AI with deterministic engineering, measurable evaluation, safety guardrails, and real-world deployment.
Currently building from Bengaluru while working toward an AI engineering career in Spain and the European technology market.
Production AI systems
Evaluated AthleteIQ accuracy
Focused AI modules in Alpha Lead Engine
IEEE GenAI Challenge final round
Applied AI & System Engineering Stack
AI & LLM Engineering
- •Retrieval-Augmented Generation (RAG)
- •LangChain LCEL
- •LangGraph ReAct Agents
- •Tool Calling & Tool Design
- •System Prompt Design
Models & Retrieval
- •OpenAI API (GPT-4o/o1)
- •Google Gemini (2.0 Flash/Pro)
- •Anthropic Claude 3.5
- •OpenRouter Multi-Model Routing
- •Hugging Face Embeddings (all-MiniLM)
Backend Engineering
- •Python 3.11+
- •FastAPI
- •Node.js
- •Fastify
- •REST APIs & OpenAPI
Production AI Systems & Case Studies
AthleteIQ
AI Sports Science RAG Agent
A production-grade sports science assistant that combines retrieval, tool calling, deterministic workload calculations, athlete metric tracking, evaluation, and safety escalation.
Alpha Studi0 AI Employee Platform
Enterprise AI Employees for Business Automation
A production real-time AI receptionist platform that handles inbound business calls, understands company context, qualifies leads, schedules appointments, and converts conversations into structured business intelligence.
Alpha Lead Engine
AI-Powered Outbound Sales Automation Platform
A live outbound sales automation platform that discovers leads, qualifies them with AI, generates personalized outreach emails, automates multi-step follow-ups, and classifies replies — reducing manual prospecting to a single reviewable pipeline.
Reframe
Private AI Habit Recovery Web Application
A full-stack AI-assisted behavioral support application designed around personalized assessment, real-time urge interruption, privacy-first storage, offline access, and visual progress tracking.
Smooth Operator
AI Dating Profile Coach & RAG Knowledge Engine
A platform connecting men on dating apps with real reviewers who provide personalized voice-note feedback on their profiles, structured across three pricing tiers — backed by a RAG knowledge base and agentic profile analysis engine.
Engineering over hype. Reliability over demos.
Calculations, rules, and permissions use explicit software when deterministic code is more dependable than probabilistic model generation.
Responsible AI design knows when to pause, skip retrieval, or immediately escalate to human professionals in health-adjacent or sensitive domains.