AJAY KRISHNAN

I'm Ajay Krishnan

A normal human who wants to explore the world in a different perspective. I craft immersive user journeys through code, camera, and creativity.

Software Engineer β€’ GenAI Developer β€’ Passionate Filmmaker

Ajay Krishnan

Let Me Introduce Myself

I'm a passionate GenAI engineer with a love for filmmaking and intelligent software design. With curiosity as my compass, I constantly explore new ways to blend creativity with technology.

PythonGenAIPrompt EngineeringLangChainFlaskFastAPIGitReactNext.jsTailwindExpress.jsMongoDB

My Journey

πŸ’Ό Experience

πŸ’Ό

Associate Engineer

Generative AI Developer | Backend Engineering (Python)

Jul 2024 - Present


Virtusa | AstraZeneca Project

  • Enhanced AstraZeneca's ASA Chatbot by improving prompt engineering for more accurate and reliable responses.
  • Optimized and refactored the codebase to ensure better scalability and maintainability.
  • Researched and implemented the use of Pickle files for secure serialization of credential data. Added an additional layer of encryption to further strengthen security measures.
  • Architected the chatbot by splitting it into microservices (e.g., database, LLM, and reranker) to improve efficiency and modularity.
  • Conducted research and feasibility studies on various Bedrock LLMs and embedding models, including Claude Sonnet, Amazon Titan, and Amazon Nova.
  • Researched and developed an LLM agentic approach where: The agent analyzes the user’s question. Dynamically generates a query. Summarizes the response from the query to deliver a concise answer.
πŸ’Ό

Associate Engineer

Generative AI Developer

Jul 2023 - Jun 2024


Virtusa

  • Enhanced application and infrastructure support using GenAI Prompt Engineering and Python.
  • Developed GenAI services such as the Knowledge Generation Service, which automatically generates knowledge base articles based on comments provided in the work notes journal. This solution helps automate repetitive and manual tasks for support teams, significantly improving efficiency and reducing response times.
  • Improved existing services including: Resolution Recommendation Service, Knowledge Scripting Service
  • Built a RAG-based chatbot POC for a banking client that Retrieves data from two different servers, Responds intelligently based on the user’s question.
  • Conducted demos of these GenAI services for various clients to showcase capabilities and benefits.
πŸ’Ό

Associate Engineer - Technology

Production Support Analyst

Jun 2022 - Jun 2023


Virtusa | CITI Bank Project

  • Provided Level 1 technical support for the CITI Project, addressing incidents and troubleshooting hardware and software issues.
  • Utilized tools like ServiceNow, ITRS, Autosys, and Tectia for effective issue resolution.
  • Diagnosed and resolved technical issues; escalated complex cases to Level 2 support or relevant departments when necessary.
  • Adhered to standard incident and change management processes, ensuring compliance with SLAs.
  • Collaborated with other support team members to resolve issues and enhance the production environment's quality.
  • Developed strong technical and problem-solving skills, maintaining high performance under pressure and tight deadlines.
  • Gained experience in a collaborative team setting, ensuring consistent and high-quality service delivery.
πŸ§‘β€πŸ’»

Frontend Developer

Intern

Sep 2019 - Dec 2019


GoGoSoon Private Limited

  • Worked as part of the development team, focusing on front-end web applications.
  • Built responsive user interfaces and components using React JS.
  • Collaborated with senior developers to implement new features and enhance existing functionalities.
  • Utilized React JS, along with HTML, CSS, and JavaScript, to develop seamless user experiences.
  • Gained hands-on experience in front-end development and learned to work effectively in an Agile environment.
  • Followed industry-standard practices to ensure clean code, maintainability, and efficient development workflows.

πŸŽ“ Education

πŸŽ“

B.E. Computer Science and Engineering

2018 - 2022


Chennai Institute of Technology, Chennai

  • CGPA: 8.61 / 10
  • Percentage: 86%
🏫

12th

2017 – 2018


Sri Ramana Vidyalaya, Rajapalayam

  • Percentage: 77.4%
🏫

10th

2015 – 2016


Sri Ramana Vidyalaya, Rajapalayam

  • Percentage: 96.2%

My Projects

A collection of works blending intelligence, design and storytelling.

AI Emotional Companion

An agetic AI-driven app that suggests content based on your emotion using LLMs

PythonLangchainMeta-LLama-70bFastAPI

AK Blogs

A dynamic, responsive blog built with Next.js and TypeScript, styled using Tailwind CSS. The frontend features category-based routing, markdown support, ambient visual effects, dark/light theming, and dynamic components like search, quote of the day. The main backend is powered by Express.js, serving REST APIs for blog content and utilities. Additionally, a secondary Python backend leverages Google's Gemini LLM to dynamically generate the Quote of the Day. The site also includes rich animations (Framer Motion), image/video modals, and multimedia sections like OTT and Photographyβ€”all crafted with performance and scalability in mind.

Next.jsReactExpressMongoDBTailwindPythonFastAPIGoogle GeminiLangchainGoogle PhotosAmazon S3

Know About Yourself Android App

A playful and engaging horoscope app featuring integrated mini-games for added fun. Developed using Java in Android Studio, the app boasts a clean and intuitive user interface, ensuring smooth navigation and an enjoyable user experience.

JavaAndroid StudioAndroid

My Achievements

πŸ…

2024

Lead by Example Award

Awarded Lead by Example Award in Virtusa for demonstrating exceptional leadership and inspiring colleagues to excel within the organization.

πŸŽ“

2022

ITIL Foundation V4 Certified

Achieved ITIL Foundation V4 certification.

🎬

2018

Written and Directed a Short Film

Written and directed the social awareness short film Aatkal Thevai, which won Best Social Awareness Short Film and Emerging Director at the Ithal Film Awards in 2019

πŸ‘

2013 - 2018

Divisional Level Hockey Player

Represented the school in divisional level hockey tournaments.

Explore More of My Creative World

Explore My Thoughts

Dive into my world of words β€” a place where creativity meets code. Tutorials, ideas, reflections and more.

Visit My Blog πŸš€