Experience

My professional journey across full-time, freelance, and research roles.

  1. Now

    1. Generative AI Engineer

      Covasant · Hyderabad, India · HybridOct 2025 - PresentFull-time

      Building AI agents and orchestrating them using our Covasant Agent Management Suite (CAMS). Currently, I am working with Motilal Oswal on automating back-office applications and workflows to enable unattended processing across financial billing and settlement operations.

      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
      PythonFastAPILangGraphRAGMulti-agent SystemsVertex AIGCPReact.jsLangfuseMCPA2ALiteLLM

  2. 2026

    1. Co-Founder & Chief Technology Officer

      AgentLens · Mumbai, India · RemoteOct 2025 - Jun 2026Self-employed

      Built 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
      • Four Engines, One Score — Every scan rates AI crawler access, agent friendliness and brand mentions across ChatGPT, Gemini, Perplexity and Claude
      Generative Engine OptimizationSystem ArchitectureAgentic AutomationLeadershipProduct Strategy

    2. Co-Founder

      DY Solutions · Mumbai, India · RemoteMar 2026 - Jun 2026Self-employed

      Built 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

      Autonomous Trading Systems

      Built for a large quant trading firm from Hong Kong, operating across Hong Kong and Australia. Returns are confidential to the client.

      • Backend of a fully autonomous crypto trading system running scalping and hedging strategies, built to execute accurately, tolerate faults and run without manual intervention
      • Scripts that read real-time sports news and place prediction-market positions on matches likely to end in a draw
      • Contributed to improved operational efficiency, profitability and reliability
      LeadershipProject ManagementAIAutomationNext.jsPythonTypeScript

  3. 2025

    1. Application Developer - Analyst

      Accenture · Mumbai, India · On-siteFeb 2025 - Oct 2025Full-time

      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
      Spring BootAngularJSMongoDBGenerative AIRabbitMQApache KafkaAWSGherkinGCP

    2. Artificial Intelligence Engineer

      contexIQ · Mumbai, India · RemoteMar 2025 - Aug 2025Freelance

      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
      PythonFastAPIAWSMulti-agent SystemsLLMMCPA2APrompt Engineering

    3. Software Developer - Analyst

      TIAA · Mumbai, India · On-siteJul 2024 - Feb 2025Full-time

      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
      Spring BootAngularJSMongoDBAIMachine LearningRabbitMQApache KafkaAWSMicroservicesGherkin
      TIAA

  4. 2024

    1. Software Developer - Trainee

      TIAA · Mumbai, India · On-siteJul 2023 - Jun 2024Full-time

      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
      Spring BootAngularJSMongoDBRabbitMQApache KafkaAWSMicroservicesGherkin
      TIAA

  5. 2023

    1. Software Engineer

      NxtBig Software Labs Pvt. Ltd. · Bengaluru, India · RemoteJan 2023 - Jun 2023Full-time

      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
      Prisma ORMZohoNext.jsJavaScriptSaaSREST APIsTypeScript
      Finkit

    2. Software Engineer

      Luton and Dunstable University Hospital · England, UK · RemoteJan 2023 - Jun 2023Full-time

      Built a Next.js application for orthopaedic implant identification from X-rays, backed by a FastAPI service hosting seven deep learning models on AWS. In use at the hospital and by orthopaedic surgeons worldwide.

      • 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, specialised by joint: knee, ankle, shoulder, wrist and elbow
      • 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
      FastAPINext.jsAWSREST APIsSupabase
      Unicorn Medics

  6. 2022

    1. Application Developer Intern

      TIAA · Pune, India · HybridJun 2022 - Jul 2022Full-time

      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
      AngularCSSSpring MVCHTMLSpring BootOracle DatabaseTypeScript
      TIAA

    2. Technical Team Lead

      ComEd Learning · Mumbai, India · On-siteApr 2022 - Jun 2022Full-time

      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
      DjangoRedux.jsReact.jsPythonHTMLDjango REST Framework
      ComEd Learning

    3. Programming and Research Analyst

      KJ Somaiya College of Engineering · Mumbai, India · HybridJan 2022 - Jun 2022Research

      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 across CN, MCI and AD, and 94.79%, 93.28% and 96.91% on the AD vs CN, CN vs MCI and MCI vs AD pairs (DeepPET-3D, SSRN 2022)
      • Co-authored four further papers with the lab: MRI denoising with U-Net and dysarthria detection with CNN-LSTM (both IEEE ICAST 2022), retinal exudate segmentation with R2 U-Net (TechRxiv) and breast tumour classification with EEF-Net (SSRN)
      KerasPythonMachine LearningDigital Image ProcessingDeep LearningTensorFlow
      KJSCE

  7. 2021

    1. Software Developer

      Network Techlab (I) Pvt. Ltd. · Mumbai, India · On-siteJun 2021 - Aug 2021Full-time

      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
      CSSDjangoRedux.jsPandasReact.jsPythonHTMLDjango REST Framework

    2. Frontend Web Developer

      Psyber Technologies · Mumbai, India · RemoteMay 2021 - Jul 2021Full-time

      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
      CSSDjangoBootstrapJavaScriptPythonHTML

    3. Frontend Developer

      KJ Somaiya College of Engineering · Mumbai, India · HybridFeb 2021 - Apr 2021Full-time

      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
      CSSBootstrapJavaScriptHTML
      Symphony