Jayaraghavan Fidel
Atmakur
Summary
Highly competent and reliable Data Engineer with the background of Python, Bash scripting, Docker orchestration, Computer Vision skills with the best programming practices, I can adapt to any machine learning requirements with my skillset and levarage them as per the use case across diverse environments.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Engineer
Mistvyl Pvt. Ltd.
Hyderabad
09.2023 - Current
- Built observability pipelines that enable accuracy calculation as a part of the MLOps cycle.
- Trained object detection models like YOLO-v4, v7, and OCR models like PP-OCR and enabled the evaluation of the same.
- Configured testbeds that mimic production pipelines to calculate the accuracies of various parts of the inferencing of video streaming pipeline.
- Built Docker pipelines to train and generate synthetic data using LLMs. (Specifically, Megatron)
- Performed data sanitation of raw data using computer vision tools like Opencv.
- Developed Python scripts for analyzing and fetching the image data from cloud storage and
Junior Data Engineer
Alvyl Consulting
Hyderabad
09.2022 - 09.2023
- Configured Network VLANs, Ingress Firewall Rules, Reverse Proxy Configurations, and Port Mappings.
- Enabled distributed computing using a pub-sub mechanism that enabled the management of data pipelines.
- Enabled data parallelization through threads (Python) and enabled thread management through locks.
- Assisted manual labeling of computer vision data by automating the labeling tasks.
- Built Docker pipelines for training and inferencing of object detection models and character recognition models.
- Automated the creation of GCP resources like EC2, Certificate Authority, S3 Buckets coupled with bash scripts that run servers inside the EC2 instances.
Education
Bachelor of Engineering - Information Technology
Vasavi College of Engineering
Ibrahimbagh, Hyderabad, Telangana, India06-2022
Intermediate - MPC
Narayana Junior College
Himayatnagar, Hyderabad, Telangana, India04-2018
SSC - Secondary Education
M.V. Raman High School
Atmkaur, Telanagana, India06-2016
Skills
- Data pipeline management
- Machine learning
- Data sanitation
- Docker containers
- Cloud storage integration
- Distributed computing
- Python (modularity, packaging, OOP concepts)
- Node JS
- Git
- Relational databases (PostgreSQL, MySQL)
- GCP - buckets, VPCs, VMs, CAs, Datastore, Container Registry, Artifact Registry
- AWS - S3 buckets, VPCs, EC2 instances, ECR, volumes, AMI, snapshots
- Bash scripting (shell expansions, string extractions, conditionals, loops)
- Process Managament with Python
Certification
- AWS solutions architect associate. (Valid till Sep-2025)
Languages
Telugu
First Language
Hindi
Upper Intermediate (B2)
B2
English
Proficient (C2)
C2
Timeline
Data Engineer
Mistvyl Pvt. Ltd.
09.2023 - Current
Junior Data Engineer
Alvyl Consulting
09.2022 - 09.2023
Bachelor of Engineering - Information Technology
Vasavi College of Engineering
Intermediate - MPC
Narayana Junior College
SSC - Secondary Education
M.V. Raman High School
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