Binoy Oza
Vetted Talent
Binoy Oza
Vetted Talent
In his dynamic technical journey, Binoy has cultivated a remarkable expertise in web development, with a strong focus on Django, and Machine Learning (ML) and Artificial Intelligence (AI), leveraging these skills to tackle intricate challenges and drive progress. With a wealth of experience spanning over five years, he has demonstrated proficiency in developing robust web applications using Django framework, implementing cutting-edge ML/AI algorithms, and architecting intelligent solutions across diverse domains. His adeptness extends to other web development frameworks and technologies, such as Flask and FastAPI. Additionally, Binoy possesses a deep understanding of ML/AI concepts and techniques, including libraries like PyTorch, TensorFlow, and Pandas. Renowned for his technical problem-solving prowess and innovative mindset, Binoy continues to make significant contributions to both the web development and ML/AI communities.
- Role
Backend Python Engineer
- Years of Experience
5.50 years
- Professional Portfolio
View here
Skillsets
- Linux - 4 Years
- Middleware - 4 Years
- Multi-Threading - 4 Years
- Kubernetes - 2 Years
- Backend - 5.5 Years
- API - 5 Years
- Relational Database - 5 Years
- Integration Testing - 5 Years
- 3rd party API integrations - 5.5 Years
- automations - 2 Years
- Docker/Terraform - 3 Years
- Core Java - 2 Years
- flask - 4 Years
- Mongo DB - 2 Years
- Terraform - 2 Years
- Tastypie frameworks - 1 Years
- Gcp services - 3 Years
- Cloudmigration - 1 Years
- GraphQL - 3 Years
- Kafka - 2 Years
- Product development - 5 Years
- Rest APIs - 5.5 Years
- MVC
- Git
- Rest
- AWS - 5 Years
- Web Development - 5.5 Years
- API Development - 5.5 Years
- Python - 5.5 Years
- Django - 5.5 Years
- JavaScript - 3 Years
- Basic Bash scripting - 1 Years
- Docker/Docker - 3 Years
- Pytorch - 1 Years
- Celery - 4 Years
- DRF - 5 Years
- FastAPI - 3 Years
- AWS Services - 5.5 Years
- S3 Bucket - 3 Years
- NLP - 1 Years
- Fast API - 3 Years
- REST API - 5 Years
- PL/SQL - 2 Years
- MySQL - 4 Years
- PostgreSQL - 4 Years
- Azure Data Factory - 1 Years
- Secret Manager - 1 Years
- Cloud Functions - 1 Years
- GCP Services - 3 Years
- Lambda - 2 Years
- Django Rest Framework - 5 Years
- Jira - 5 Years
- POSTMAN - 4 Years
- Amazon Elastic Kubernetes Service - 1 Years
- Golang - 1 Years
- MongoDB - 2 Years
- SOAP/REST APIs - 5 Years
- Apache Kafka - 2 Years
- RabbitMQ - 4 Years
Vetted For
11Skills
- Roles & Skills
- Results
- Details
Senior Backend Developer - 3rd party APIs Integration (Python) - REMOTEAI Screening- 80%
- Skills assessed :3rd party API integrations, API, automations, Docker/Terraform, Integration Testing, Relational Database, AWS, Python, Celery, Postgres, Django
- Score: 72/90
Professional Summary
5.50Years
- Aug, 2024 - Dec, 2024 4 months
Software Engineer II
Abnormal Security - Dec, 2022 - Aug, 20241 yr 8 months
Senior Software Engineer
Urbanpiper - Dec, 2022 - Aug, 20241 yr 8 months
Senior Software Engineer
Urban Piper - Feb, 2019 - Sep, 20201 yr 7 months
Software Developer
BoTree Technologies PVT. LTD. - Feb, 2019 - Sep, 20201 yr 7 months
Python Developer
BoTree Technologies PVT. LTD. - Dec, 2020 - Dec, 20222 yr
Senior Software Engineer
Crest Data Systems
Applications & Tools Known
Django
Django REST framework
Python
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FastAPI
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Flask
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Docker
Jira
GitHub
GitLab
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Terrafrom
Postman
PostgreSQL
AWS Cloud
AWS (Amazon Web Services)
AWS CloudWatch
AWS Secrets Manager
Amazon CloudFront
GCP Services
Kibana
Confluence
Bamboo
Kubernetes
GoLang
MongoDB
MySQL
REST API
AWS Lambda
Apache Kafka
RabbitMQ
Redis Stack
Atlassian
Work History
5.50Years
Software Engineer II
Abnormal SecurityAug, 2024 - Dec, 2024 4 months
- Analyzed and defined the migration strategy to transition infrastructure from Terraform-based to a Kubernetes (StratOS) architecture. Delivered a comprehensive strategy detailing the pros and cons of migrating Redis cache, DB Tables, and Kafka queues, optimizing scalability and reducing maintenance overhead.
- Built a GoLang API for bulk record creation, replacing a previously manual process where 1,000 records required 1,000 Individual requests. This optimization reduced API calls by 99.9%, enhancing system performance and reducing Manual effort.
- Actively participated in on-call rotations, resolving critical production issues within SLAs, minimizing downtime, and Ensuring uninterrupted service.
- Technologies: GoLang, Python, Django, Rest APIs.
Senior Software Engineer
UrbanpiperDec, 2022 - Aug, 20241 yr 8 months
- Led a team to architect and implement a dedicated integration service, transitioning from monolithic to microservices architecture. Established a robust ETL process to unify schema structures across diverse integrations, enabling seamless data processing. Managed schema design for new integrations, standardizing inconsistent data structures and improving data ingestion efficiency by 40%.
- Achieved 10,000 QPS throughput by leveraging Kafka for asynchronous communication and Redis for caching frequently accessed data, ensuring scalability and low-latency processing.
- Introduced webhooks for real-time order status updates from integrations, reducing polling overhead by 60%. Webhook requests were processed via AWS Lambda, and tasks were queued in a broker for execution, improving update latency by 30%.
- Designed and implemented a circuit breaker mechanism for order services, reducing downtime caused by downstream outages. Enhanced resilience by:
- Automatically rerouting requests to a dead-end queue after 30 failed attempts.
- Implementing CloudWatch and Slack-integrated alerts for outages exceeding 30 minutes, ensuring proactive resolution.
- Reduced queue overflow incidents by 40% and improved operational stability.
- Optimized database performance by creating required indexing columns, refactoring queries, and implementing pagination, improving response time for large datasets by 35%. Introduced monitoring alerts for storage thresholds to proactively address data growth.
- Reduced AWS infrastructure costs by 20% through clustering ECS services and optimizing resource utilization.
- Resolved critical on-call production issues, achieving 99.9% uptime and ensuring uninterrupted revenue generation.
- Conceptualized, planned, and executed feature implementations, collaborating with product, QA, and operations teams to deliver high-impact functionality.
- Technologies: Python, Django, Kafka, Redis, AWS ECS, PostgreSQL, Rest APIs, Tastypie, GraphQL, Java.
Senior Software Engineer
Urban PiperDec, 2022 - Aug, 20241 yr 8 months
- Led a team to architect and implement a dedicated integration service, transitioning from monolithic to microservices architecture. Established a robust ETL process to unify schema structures across diverse integrations, enabling seamless data processing. Managed schema design for new integrations, standardizing inconsistent data structures and improving data ingestion efficiency by 40%.
- Achieved 10,000 QPS throughput by leveraging Kafka for asynchronous communication and Redis for caching frequently accessed data, ensuring scalability and low-latency processing.
- Introduced webhooks for real-time order status updates from integrations, reducing polling overhead by 60%. Webhook requests were processed via AWS Lambda, and tasks were queued in a broker for execution, improving update latency by 30%.
- Designed and implemented a circuit breaker mechanism for order services, reducing downtime caused by downstream outages. Enhanced resilience by: Automatically rerouting requests to a dead-end queue after 30 failed attempts. Implementing CloudWatch and Slack-integrated alerts for outages exceeding 30 minutes, ensuring proactive resolution. Reduced queue overflow incidents by 40% and improved operational stability.
- Optimized database performance by creating required indexing columns, refactoring queries, and implementing pagination, improving response time for large datasets by 35%. Introduced monitoring alerts for storage thresholds to proactively address data growth.
- Reduced AWS infrastructure costs by 20% through clustering ECS services and optimizing resource utilization.
- Resolved critical on-call production issues, achieving 99.9% uptime and ensuring uninterrupted revenue generation.
- Conceptualized, planned, and executed feature implementations, collaborating with product, QA, and operations teams to deliver high-impact functionality.
- Languages: Python, Django, Kafka, Redis, AWS ECS, PostgreSQL, Rest APIs, Tastypie, GraphQL, Java.
Senior Software Engineer
Crest Data SystemsDec, 2020 - Dec, 20222 yr
- Led a team to develop the Google Chronicle CLI, including a parser that accepts various parameters and generates YAML files, which are processed by backend services to create logs. Streamlined operations with Feed, Parser, Forwarder, and BigQuery APIs, reducing log analysis time by 20%.
- The creation of CLI tool automated the generation of phishing/malware attack scenarios for sales demos, reducing manual effort by 40% and improving demo preparation time by 30%.
- Optimized log query performance with BigQuery and pagination, cutting response latency by 35% and enhancing portal responsiveness for large datasets.
- Technologies: Python, CLI, Protobuf, GCP Services, Celery, Docker
Python Developer
BoTree Technologies PVT. LTD.Feb, 2019 - Sep, 20201 yr 7 months
- Developed and deployed scalable web applications by gathering client requirements, adhering to technical standards, and delivering demos.
- Key Projects & Achievements:
- Learning Platform: Designed and implemented a platform offering 50+ courses to 5,000+ active users/month. Optimized AWS S3 with 70% edge caching via CloudFront, reducing data transfer costs from $900/month to $595/month, saving over $300/month (34% reduction).
- E-Commerce Website: Developed an online shopping platform for 10,000+ users, enhancing scalability by 20% with Celery task queues and increasing customer retention by 15% through Intercom integration. Boosted transaction success rates by 10% with secure payment gateway implementation.
- Technologies: Python, Django, Django Rest Framework, NodeJS, Spring Framework (JAVA), PostgreSQL, AWS (CloudFront, RDS, EC2), Celery, JavaScript
Software Developer
BoTree Technologies PVT. LTD.Feb, 2019 - Sep, 20201 yr 7 months
- Developed and deployed scalable web applications by gathering client requirements, adhering to technical standards, and delivering demos.
- Key Projects & Achievements: Learning Platform: Designed and implemented a platform offering 50+ courses to 5,000+ active users/month. Optimized AWS S3 with 70% edge caching via CloudFront, reducing data transfer costs from $900/month to $595/month, saving over $300/month (34% reduction).
- E-Commerce Website: Developed an online shopping platform for 10,000+ users, enhancing scalability by 20% with Celery task queues and increasing customer retention by 15% through Intercom integration. Boosted transaction success rates by 10% with secure payment gateway implementation.
- Languages: Python, Django, Django Rest Framework, NodeJS, Spring Framework (JAVA), PostgreSQL, AWS (CloudFront, RDS, EC2), Celery, JavaScript.
Achievements
- Appreciated by CTO for the project work.
- CAP Award by Crest Data Systems
Major Projects
5Projects
Google Chronicle CLI
Dec, 2020 - Dec, 20222 yr
- Chronicle CLI allows customers to manage various operations that can be performed on Chronicle. This script provides a command line tool to interact with Feed, Parser, Forwarder and BigQuery APIs.
- Worked as an contract based developer for Google in this project representing Crest company.
- Tools: Python, GCP Services, Celery(Python), Docker for deployment, Protobuf.
TimeSketch Integration
May, 2022 - Dec, 2022 7 months
- Integrated TimeSketch having the functionality to perform graph generation, aggregation and analysis operations on the logs uploaded to it. Build a middleware tool using cloud functions which can fetch the data from BigQuery database and submit it to the TimeSketch, also it maintains the credentials as secret using GCP services. I worked as Project lead.
- Tools: Python, GCP services (Cloud Functions, Secret Manager, Bucket), Terraform(For deployment).
Mobile and web app for School Learning
Sep, 2020 - Dec, 2020 3 months
- It is a project which provides some educational courses for the student into some languages where students can learn through various standards and materials available online. I worked on the back end of this project i.e. managing the APIs and handling the web application.
- Tools: Django Rest Framework, Postgres, AWS Services for deployment(CloudFront, RDS, Load balancer, EC2 Instances)
Mobile app for teaching courses
Jan, 2020 - Sep, 2020 8 months
- It is a project which provides some educational courses for the student into some languages with Mentor mentoring the Mentees with some predefined process. I worked on the back end of this project i.e. managing the APIs.
- Tools: Django Rest Framework, Postgres RDS database (AWS), Cron jobs
E-Commerce Online shopping website
Feb, 2019 - Jan, 2020 11 months
- It is a project for developing the complete E-Commerce website of online product selling. It has product, customer, order, subscription management, payment integration along with User Relationship Management via Intercom integration. It is fully built in Django Framework.
- Tools: Django Framework, Postgres, Oscar Framework(E-Commerce library), Celery, AWS deployment
Education
B.E. (Computer)
Government Engineering College, Gandhinagar (2019)