Abhijith Vk

Full-stack software engineer with 7+ years of experience, specializing in AI-powered platforms, automated and agentic workflows. Proficient in Python and Go, with expertise in integrating language models and architecting scalable solutions. Proven track record in developing AI-driven applications from concept to SaaS products. Seeking a Product Development/Architect role focusing on AI integration and full-stack development.

Lead Architect/Developer at PilateWaveAI (2026-05-01 – Present)

Own startup focusing on AI-powered platforms and agentic workflows.

• Enterprise Orchestration & MCP Gateway: Architected a Human-in-the-Loop (HITL) Work Management System, building a codeless integration layer that automatically translates and connects third-party capabilities (e.g., Snowflake, BigQuery, Workday) into standardized JSON schemas.
• Asynchronous DAG Engine: Engineered a data-driven state machine to process nested Directed Acyclic Graphs (DAGs), enforcing strict schema validation to mathematically eliminate runtime crashes during parallel AI tool execution.
• AI Workflow Composability: Pioneered a dynamic registry that packages complex, multi-agent execution sequences into single, reusable 'macro-tools', instantly exposing these nested graphs back to the AI planner for infinite scalability.
• Zero-Trust Security & Collaborative UI: Implemented strict RBAC, data masking, and immutable audit logging to secure enterprise data access. Integrated this with an interactive frontend canvas for real-time pre-flight workflow simulations and manual human overrides.

Senior Software Engineer at GroundTruth (2025-08-18 – 2026-04-30)

• Core Application Development: Spearheaded the maintenance and development of Groundtruth's primary advertising platform, building out essential tools including the Ads Manager, Location Manager, and critical backend systems.
• Infrastructure Migration: Led the end-to-end migration of feature flags from LaunchDarkly to a proprietary, in-house feature flag management system.
• Architectural Upgrades & AI Integration: Executed strategic architectural redesigns for the feature flag infrastructure and successfully integrated new AI capabilities into the core platform to enhance operational efficiency.

Lead Architect/Developer at PilateWaveAI (2024-07-10 – 2025-07-01)

• Created a system akin to perplexity and Bot Creation Interface.
• System for people to create custom Bots and deploy them on various channels.
• Architected the system to gather and process content from diverse web sources across languages and modalities (text, audio, video, images).
• Created an MVP for alpha testing (chat.pwave.one) to demonstrate the platform's capabilities.
• Set up a pluggable interface to connect with state-of-the-art models offered by providers such as GCP, Azure, and AWS.

AI Python consultant at Syngenta (2024-03-20 – 2024-06-28)

• Developed a Python-based Amazon Bedrock-powered incident resolution bot system to streamline operations and improve efficiency.
• Implemented NLP for user interactions and API integration with incident tracking systems.
• Developed a retrieval-augmented generation (RAG) knowledge base for learning from past incidents. The knowledge bases were intentionally kept sparse and nonredundant to better enclose all the relevant vectors.

Lead Architect/Developer at Sketch Apps Solutions (2023-01-10 – 2024-03-03)

Developing an EVM based crypto asset trading platform that supports the ERC1155 interface. For easy user access to crypto currencies. Created a crypto exchange for native crypto coin (based on the ERC20 interface and some added functionalities for unique requirements) that supports INR to crypto and back transaction. The feeds, and transaction services are powered by go-fiber.

Lead Full Stack Developer at Gnani.ai (2022-12-12 – 2023-01-10)

Bot-builder Platform - It's a platform where you can use interactive UI drag-and-drop items to create a bot to operate as a virtual assistant on platforms such as WhatsApp, Salesforce, Microsoft Outlook, and more. It also supports web SDK to be deployed on any website.

• Restructured the database and application architecture of the bot-builder platform to scale efficiently.
• Developed Python modules to be used by the team for building APIs.
• Migrated data processing and bot training pipeline from python to go.
• Reduced the response time with write-through cache with Redis, Celery, and MongoDB

Backend Engineer at Mesky (2021-08-01 – 2022-12-31)

Backend Engineer at Sketch Apps Solution (2018-10-01 – 2021-07-31)

Responsible for design and development of a backend infrastructure for a B2B2C social ecommerce platform. Being in a start-up environment, sole backend developer developing solutions for a wide variety of service requirements.

• Developed multiple RESTful APIs to enhance the backend services.
• Notification and scalable architecture.
• Involved in database modelling and querying.
• Developed asynchronous task management and task schedulers with celery and redis.
• Enhanced search product, post search functionalities with Elastic Search.
• Mentored new team members by relevant training sessions.
• Responsible for ensuring code quality and test case coverages.
• Responsible for interacting third party APIs like Instagram, package delivery APIs, display APIs, payment gateway.
• Integrated google/Facebook authentication using OAuth.
• Full fledged media platform delivering live news, media subscription, VOD services developed in Django/DRF, celery and rabbit-MQ server on AWS.

Toptal Software Developer at Toptal (2022-01-01 – Present)

Master Of Technology – National Institute Of Technology, Calicut (2015-01-01 – 2018-12-31)

Bachelor of Technology – NSS college of Engineering, Palakkad (2010-01-01 – 2014-12-31)