Part of a dedicated AI pod (5 engineers), contributing across architecture, development, optimisation, and delivery of a core GenAI micro-service powering Zebra Companion.

• ▸Designed and implemented a multi-agent system using LangGraph, supporting RAG, tool/function calling, and both short-term and long-term memory
• ▸Built an asynchronous FastAPI-based micro-service on Google Cloud, integrated with Vertex AI and Google Cloud Datastore for scalable retrieval and orchestration
• ▸Implemented enterprise-grade observability using LangFuse — token usage tracking, cost monitoring, latency analysis and quality evaluation pipelines
• ▸Led performance and cost optimisations achieving ~75% reduction in LLM inference cost and ~85% reduction in latency, with ongoing work to reach 2–3s TTFT
• ▸Designed reusable, A2A-compliant downstream agent frameworks, enabling multiple sub-agents to interact seamlessly via the core micro-service
• ▸Owned Continuous Integration, implementing automated unit and integration test suites with 80%+ code coverage
• ▸Actively involved in technical design discussions, client demos, and roadmap planning for POC → MVP → production-scale deployment
• ▸Mentored team members, reviewed PRs, authored feature documentation, and enforced clean Git practices

Building AgentLens — a platform focused on AI visibility and brand discovery. Designing systems to measure how brands appear across AI assistants and answer engines.

• ▸Building AI Visibility Audits to identify citation gaps, competitor mentions, and missing signals
• ▸Developing AI-native content frameworks (FAQs, schema, citation-ready assets) optimized for LLM consumption
• ▸Working on GEO (Generative Engine Optimization) compliance, schema health, and AI crawler accessibility
• ▸Translating shifts in search behavior (links → answers) into actionable tooling for founders, marketers, and agencies
• ▸Leading product strategy, technical architecture, and early customer discovery
• ▸Building in public — sharing learnings as AI visibility becomes a new competitive surface

Technology consulting firm delivering custom software solutions, AI integrations, and digital transformation for diverse clients across e-commerce, healthcare, and fintech.

• ▸Delivered end-to-end solutions for clients across e-commerce, healthcare, and fintech
• ▸Built and deployed AI-powered applications for enterprise clients
• ▸Specialized in Next.js, Python, and cloud infrastructure for scalable web applications
• ▸Managed client relationships, technical architecture, and delivery timelines

Spearheaded the Generative AI initiative for the Institutional Servicing value stream at TIAA, driving ideation, use case identification, and architectural strategy across 300+ stakeholders.

• ▸Spearheaded the Generative AI initiative for the Institutional Servicing value stream, driving ideation, use case identification, and architectural strategy across a team of 300+ stakeholders
• ▸Investigated and resolved critical MongoDB replica set failover issues by implementing centralised retry logic, achieving 100% reduction in file processing failures during primary node elections
• ▸Recognised with the 'All Star Award' for PI 25.1 for delivering high-impact solutions including innovation-driven automation tools, compliance-related enhancements for new SECURE Act provisions

Architected and deployed a large-scale RAG platform with ingestion pipelines handling 100GB+ of multimodal financial data and optimised vector database indexing.

• ▸Architected and deployed a large-scale RAG platform handling 100GB+ of multimodal financial data (PDF, PPTX, XLSX, DOCX, CSV, images) with optimised vector database indexing
• ▸Designed a multi-agentic framework inspired by ReAct-style reasoning, enabling dynamic orchestration across specialised agents for retrieval, financial analysis, and explainable outputs
• ▸Implemented enterprise-grade cloud deployment on AWS using EKS, Bedrock, OpenSearch, DynamoDB, S3, ElastiCache, and CloudWatch — fully cloud-agnostic for portability
• ▸Integrated advanced tool-calling workflows using MCP and A2A for multi-agent collaboration with real-time financial data via Yahoo Finance, Money Control, and Bloomberg APIs
• ▸Delivered a conversational research platform for financial analysts with contextual uploads, persistent knowledge retention, workspace-specific sources, and citation-based search

Spearheaded AI-driven algorithms and optimisation solutions for financial planning capabilities, while resolving real-time production defects across microservices architecture.

• ▸Spearheaded the development of an AI-driven algorithm to predict participant contributions using multi-dimensional data analysis — projected a potential 50% increase in AUM
• ▸Designed and implemented a dynamic chunk-sizing algorithm for batch jobs, leveraging historical performance data to optimize resource utilization and eliminate OOM exceptions
• ▸Resolved real-time production defects with minimal downtime, maintaining high system availability through effective cross-functional collaboration
• ▸Analysed system performance metrics to identify bottlenecks and implemented optimisations that improved efficiency and reduced operational costs

Contributed to a large-scale project with over 90 microservices, focusing on design, development, and maintenance of scalable, high-performance, fault-tolerant services.

• ▸Contributed to a large-scale project with over 90 microservices, focusing on design, development, and maintenance of scalable services
• ▸Awarded the prestigious 'All Star Award' for PI 24.1 for resolving critical production issues and delivering key feature enhancements under tight deadlines
• ▸Delivered features in compliance with stringent U.S. government regulations, maintaining 80%+ test coverage and adherence to best practices
• ▸Led the seamless migration of client data and services from legacy to modern architecture — zero downtime, full data integrity and compliance

Created a headless e-commerce SaaS platform and transformed government-issued income tax return data into interactive UI forms for guided ITR filing.

• ▸Created a headless e-commerce SaaS platform after evaluating Medusa.js, Saleor, Vendure, and Zoho — delivered qualitative and quantitative analysis to guide architecture
• ▸Designed the database schema using Prisma ORM integrated with Supabase for secure authentication via Google and Facebook
• ▸Transformed government-issued income tax return data into interactive UI forms that dynamically guide users through ITR filing
• ▸Integrated with Zoho CRM, Zoho Books, and Zoho Desk to synchronize user data using webhooks, triggers, and RESTful APIs

Built a Next.js application for medical implant identification, backed by a FastAPI service hosting seven deep learning models on AWS.

• ▸Built a user-friendly Next.js application using reusable Mantine UI components for medical implant identification
• ▸Created a FastAPI backend with implant identification APIs and deployed seven deep learning models on AWS for ankle, shoulder, knee, and wrist
• ▸Implemented two-factor authentication (2FA), JWT-based session management, and password recovery
• ▸Integrated Supabase (BaaS) to track user activity and uploads for future analytics and monitoring

Developed a recruitment management system with dynamic interviewer assignment and hierarchy-based performance tracking.

• ▸Developed the user interface for a recruitment system allowing employees to populate hiring workflows with preferred candidates
• ▸Implemented algorithms to dynamically assign interviewers to candidates across different hiring lifecycle stages
• ▸Designed an abstraction layer based on employee hierarchy to manage storage, updates, and display of interview performance metrics
• ▸Improved code quality and scalability by applying design patterns and adhering to SOLID principles

Led a development team through interviews, onboarding, mentorship, and milestone-based delivery for client web application.

• ▸Conducted interviews and evaluations to onboard candidates based on qualifications and experience
• ▸Mentored junior team members by delegating tasks that developed their technical competencies
• ▸Broke down project requirements and assigned responsibilities based on individual strengths to meet client objectives
• ▸Managed ongoing work through regular check-ins, constructive feedback, and milestone-based progress validation

Conducted research on early diagnosis of Alzheimer's disease using 3D convolutional neural networks on FDG-PET brain scans.

• ▸Conducted research on early diagnosis of Alzheimer's disease to prevent progression into dementia
• ▸Performed empirical analysis using 18F-FDG PET tracer-based 3D axial scans sourced from the ADNI repository
• ▸Applied preprocessing — thresholding, voxel normalization, and volume reduction on DICOM scans prior to augmentation
• ▸Developed a 3D CNN achieving 92.31% accuracy in multi-class classification and 94.99% in binary classification

Designed wireframe-to-JSON configuration pipelines and built React-Redux frontends for automated Excel report processing.

• ▸Designed wireframes that allowed employees to build configuration blueprints, converted into JSON schema
• ▸Implemented a Python-based data pipeline to transform JSON schemas into automated operations
• ▸Developed Pandas-based functions that reduced error rates by ~67% on large-scale datasets
• ▸Built a React-Redux frontend application to streamline pipeline creation for multiple Excel formats

Designed and developed landing pages for a social media management platform with automated cross-platform scheduling.

• ▸Designed UI screens for a social media management platform supporting post scheduling and performance analytics
• ▸Translated UI designs into responsive, interactive landing pages using HTML, CSS, and JavaScript
• ▸Integrated APIs to enable dynamic features and personalise the experience for authenticated users
• ▸Built scripts using multi-threading to automate scheduling of posts, likes, and comments across Instagram, Facebook, Twitter, and LinkedIn

Ideated and built the theme website for Symphony 2021, the university's annual cultural festival.

• ▸Ideated and launched the central theme for Symphony 2021, the university's annual cultural festival
• ▸Collaborated cross-functionally to design wireframes and mockups using theme-aligned color palettes and typography
• ▸Implemented creative strategies to ensure a fully responsive website across devices and screen sizes
• ▸Designed and integrated intuitive registration forms for student participation including live-streamed events