Experience
Lloyds Banking Group
London, UK
- Created self-service code deployment system (CI-CD), reducing deployment time by 90% using helm template, GCP cloud build and istio authentication and authorization mechanisms.
- Deployed bank's custom security services to make the VM instance 100% complaint by creating a custom linux's systemd service.
- Resolved a critical vulnerability in the platform within 24 hours for the platform to be 100% FCA complaint by updating the user’s access level and implementing new security groups in Terraform.
- Deploying GCP's external OAuth connection to Bank's on-prem active directory expose the application only for certain authorization levels.
Beakbook Ltd
London, UK
- Worked on a start up venture in modern agicultural technology collaborating with small scale farmers and large enterprises like Avara foods.
- Desgined and Developer PostgreSQL schema to accept IOT data stream (AWS Kinesis) and improved the optimization by 60% using Normalization Techniques.
- Developed and Deployed the company's anomaly detection model which generated 50% of company's revenue.
- Sandbox and production environment isolation achieved using Github Actions and Terraform Cloud to try their new algorithm without affecting users. This cut R&D time by 45% for the company.
Telescope Analytics
London, UK
- Worked as a Machine Learning Engineer to develop recommendation systems to find sales prospects using Tensorflow and PyTorch.
- Successfully deployed 9 tracking event alert alert from frontend (React) and the backend (Python).
- Worked on Data Preprocessing pipelines (Kubeflow) for the recommendation systems.
Education
Specialized in Machine Learning and Algorithmic Game Theory. Thesis on "Building mobile friendly Anime filter using Generative Adversarial Networks."
Graduated with merit. Coursework included Data Structures, Algorithms, Database Systems, Networking and Web Development.
Skills
Python
Golang
C++
Java
Certifications
Projects
Istio gateway with cert manager's self signed certifcate for mTLS gateway and a k8s job to delete the helm chart after a timeout time.
High level goal is to run a seperate IOT and ML infrastructure for dev and prod in different regions using terraform workspace separation.
A Machine Learning pipeline to detect the Doctor Who card (A BBC Show) in a green background video file.
Computation Fluid Dynamics mini application (karman) which is made faster using Message Passing Interfacing (MPI) in C++.
A web application tool to annotate sentiment of the text from the huge CSV file. Build using CRA and processes the CSV data file.
A web application tool to annotate sentiment of the text from the huge CSV file. Build using CRA and processes the CSV data file.