Experience
My professional journey across full-time, freelance, and research roles.
15
Total Roles
3
Current Roles
12
Companies
5+
Years Active
Covasant
Oct 2025 — Present
Generative AI Engineer
Full-timePart of a dedicated AI pod (5 engineers), contributing across architecture, development, optimisation, and delivery of core GenAI micro-services.
Project: Zebra Companion
Phase 1 — MVP and Capability Demonstration
- ▸Developed a multi-agent orchestration system using LangGraph with RAG, tool calling, and short and long term memory
- ▸Built and deployed an async FastAPI service on Google Cloud (cloud agnostic), integrating Vertex AI and Google Datastores for scalable retrieval
- ▸Implemented observability with LangFuse: token tracking, cost monitoring, latency analysis, and evaluation pipelines
- ▸Designed reusable A2A-compliant agent frameworks for seamless sub-agent interaction
- ▸Owned CI with automated unit and integration tests, achieving 80%+ coverage
- ▸Mentored team, reviewed PRs, and established clean Git and documentation practices
Phase 2 — Optimisation, Scaling and Production Readiness
- ▸Re-architected orchestration graph with short-circuiting paths to improve routing efficiency
- ▸Introduced background workers for non-blocking tasks, reducing latency
- ▸Led LLM cost optimisation, achieving ~75% reduction in inference cost
- ▸Reduced latency by 85%, targeting 2–3s TTFT
- ▸Enabled multilingual conversational capabilities
- ▸Conducted LLM benchmarking for model selection and optimisation
- ▸Refactored system to improve code quality, modularity, and maintainability
Project: Claude Code Plugin
- ▸Built a Claude Code plugin integrating agent frameworks (LangGraph, CrewAI, AutoGen, Google ADK) with a centralized Control Tower and Agent Registry (CAMS)
- ▸Designed an MCP-based architecture with tools to detect frameworks, analyze agent code, and generate minimal integration patches
- ▸Automated onboarding via startup registration, metadata publishing (capabilities, model, tools), and env-based config
- ▸Implemented LLM routing via LiteLLM proxy for unified observability, cost tracking, and governance
- ▸Focused on developer experience with safe, reviewable diffs and idempotent, non-intrusive integrations
AgentLens
Oct 2025 — Present
Co-Founder & Chief Technology Officer
Self-employedBuilding AgentLens — a platform helping brands measure and improve visibility across AI assistants and answer engines.
- ▸AI Visibility Audit Engine — Free scan showing how your brand appears (or doesn't) in AI-generated answers across major platforms
- ▸AI Mention Intelligence — Track brand citations, competitor mentions, and citation gaps for high-intent buyer prompts
- ▸Competitor Citation Benchmarking — Compare your share of voice against competitors and identify missed opportunities
- ▸Actionable Fix Prioritization — Technical and content recommendations your team can ship in weekly sprints, not vague SEO advice
- ▸Stakeholder-Ready Reports — Clean, shareable reports connecting AI visibility improvements to business outcomes
- ▸GA4 AI Traffic Explorer — Free tool to build GA4 reports filtering AI-driven traffic, conversions, and purchase revenue
- ▸Agency White-Label — Full white-label solution for digital marketing agencies to deliver AI visibility audits to clients
DY Solutions
Mar 2026 — Present
Co-Founder
Self-employedBuilding DY Solutions — a consulting firm delivering end-to-end digital solutions across software, AI, and growth.
- ▸Deliver high-impact software consulting and custom-built solutions tailored to real business needs
- ▸Build and deploy AI-powered systems, automation scripts, and intelligent workflows
- ▸Provide full-spectrum digital services including SEO, GEO, content strategy, and digital marketing
- ▸Design and refine products with strong focus on UX, UI audits, and user-centric experiences
- ▸Enable businesses to scale with robust, secure, and maintainable technology
- ▸Act as a one-stop partner for everything digital — from idea to execution and optimisation
Clients
Automation Tool For Trading
Partnered with an international quant trading firm operating across Hong Kong and Australia
- ▸Built robust, secure automation systems to streamline trading strategies, minimize manual intervention, and enhance execution accuracy, fault tolerance, and overall performance
- ▸Contributed to improved operational efficiency, profitability and reliability
Accenture
Feb 2025 — Oct 2025
Application Developer - Analyst
Full-timeSpearheaded 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
contexIQ
Mar 2025 — Aug 2025
Artificial Intelligence Engineer
FreelanceArchitected 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
TIAA
Jul 2024 — Feb 2025
Software Developer - Analyst
Full-timeSpearheaded 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
TIAA
Jul 2023 — Jun 2024
Software Developer - Trainee
Full-timeContributed 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
NxtBig Software Labs Pvt. Ltd.
Jan 2023 — Jun 2023
Software Engineer
Full-timeCreated 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
Luton and Dunstable University Hospital
Jan 2023 — Jun 2023
Software Engineer
Full-timeBuilt 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
TIAA
Jun 2022 — Jul 2022
Application Developer Intern
Full-timeDeveloped 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
ComEd Learning
Apr 2022 — Jun 2022
Technical Team Lead
Full-timeLed 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
KJ Somaiya College of Engineering
Jan 2022 — Jun 2022
Programming and Research Analyst
ResearchConducted 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
Network Techlab (I) Pvt. Ltd.
Jun 2021 — Aug 2021
Software Developer
Full-timeDesigned 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
Psyber Technologies
May 2021 — Jul 2021
Frontend Web Developer
Full-timeDesigned 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
KJ Somaiya College of Engineering
Feb 2021 — Apr 2021
Frontend Developer
Full-timeIdeated 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