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Hello I am Aukik! With the intention of saving your time here is what my career looks so far

  • 2+ years of experience working with AI Agents and MLOps since OpenAI's inception
  • Created ~10 AI solutions including chatbots, agents, scrapers, ML pipelines and automation systems for paying clients
  • Developed RAG pipelines and Copilot-like systems before these terms were coined in the market
  • Worked on approximately 30 projects
  • Designed and implemented 15 web applications across diverse industries
  • Completed around 20 paid client projects
  • 2x Product Based Startup Technical Founder
  • Built and scaled a social media platform with around 1,000 active users
  • Built a ticketing platform for events with 6000+ users
  • Built an expense management solution with 100+ standalone features
  • Built and Managed entire Infrastructure, CI/CD, Monitoring pipelines on AWS/Azure cloud for 3 different companies.
  • Created complete solutions including both user-facing applications and admin panels
  • Delivered solutions for finance, education, events, e-commerce and specialized business tools
  • Current Position: CTO
  • Company: Katerout
  • Phone: +880 168 007 7890
  • E-mail: aukikaurnabx@gmail.com
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SKILLS & EXPERTISE
AI Agent and ML Integration
Skilled in crafting data analysis pipelines and seamlessly developing and integrating machine learning and language model (LLM) capabilities into diverse projects using tools like Langchain and Streamlit. Developed custom knowledge base LLM implementations utilizing RAG techniques, prompt engineering, fine-tuning small models and vector databases such as Pinecone, Qdrant, and FAISS.
System Engineer
Expert in system architecture, database engineering, test automation,monitoring and bottleneck identification. Proficient with tools like Wireshark, Fiddler, Prometheus and Grafana.
Cloud Architect
Skilled in cloud hosting, reverse proxy, CDN implementation, version control, Docker containerization and Kubernetes. Experienced with Azure, Cloudflare, Nginx, Ansible, Azure Pipelines, Jenkins, Terraform, Pulumi and Git.
Database Management
Proficient in managing PostgreSQL and MongoDB databases, adept at leveraging Prisma ORM and optimizing SQL queries for relational database operations.
Web Scrapping
Versed in web scraping techniques utilizing Selenium and Playwright by using proxy servers. Navigating online environments to extract valuable data efficiently and accurately.
Web Development
Adept in API development with Nest.js, Express.js and FastAPI, as well as with HTTP3 protocols and implementing OpenAI APIs. Skilled in frontend development with React, Next.js and SvelteKit, and in styling using Tailwind CSS. Implemented Redis for caching and RabbitMQ for pub-sub work.
azure-1 external-cloudflare-provides-content-delivery-network-services-ddos-mitigation-logo-color-tal-revivo amazon-web-services amazon-s3 github wireshark--v1 rabbitmq--v1 redis--v2 svetle
python--v1 postgreesql chatgpt express-js node-js prisma-orm tailwind_css
terraform docker react selenium-test-automation external-jest-can-collect-code-coverage-information-from-entire-projects-logo-bold-tal-revivo external-mongodb-a-cross-platform-document-oriented-database-program-logo-color-tal-revivo
kubernetes ansible jenkins grafana prometheus-app
STACK & TOOLS
  • Docker
  • AWS
  • Azure
  • Supabase
  • N8N
  • GitHub
  • Selenium
  • Playwright
  • Jest
  • Redis
  • RabbitMQ
  • Supertest
  • Cloudflare
  • Terraform
  • Pulumi
  • NestJS
  • Nginx
  • Wireshark
  • Fiddler
  • Express.js
  • Next.js
  • Node.js
  • Prisma ORM
  • React
  • SvelteKit
  • Tailwind CSS
  • FastApi
  • TypeScript
  • RAG
  • Qdrant
  • Pinecone
  • Faiss
  • PostgreSQL
  • PostGIS
  • Kubernetes
  • MongoDB
  • Jenkins
  • Langchain
  • OpenAI
  • Ansible
  • Prometheus
  • Grafana
EXPERIENCE
May 2023 - Present
Chief Technology Officer - Bismo
I worked on system architecture, building AI Agents and workflow automation pipelines, led a team of 16 people, backend development with Nest.js, Express, TypeScript, PrismaORM, database engineering (especially PostgreSQL), test automation using Jest, SuperTest, and Playwright, implementing Reverse Proxy (Nginx) and CDNs (Cloudflare & Cloudfront), frontend development (React/Svelte), integrating OpenAI APIs via tools like Langchain leveraging RAG techniques (Qdrant), bottleneck discovery and latency minimization with Wireshark and Fiddler, maintaining cloud infrastructure like Azure and AWS with IaC tools like Terraform and Pulumi and deployment using Docker containers, Kubernetes and building CI/CD pipelines using Jenkins and Azure Pipelines.
Feb 2024 - Present
Chief Technology Officer - Katerout
Built the entire MVP from scratch for a catering marketplace platform. Maintain cloud architecture in Azure using Terraform and Ansible. Set up CI/CD pipelines with Jenkins and implemented monitoring tools such as Prometheus and Grafana. Led a team of 10 people.
Nov 2022 - May 2023
System Engineer - allDoc
I analyzed business and technical requirements to develop robust backends using Express, Prisma, and PostgreSQL. I worked with HTTP/3 protocols (QUIC, TLS 1.3, HTTP/2), managed version control with GitHub, and handled cloud hosting on Azure VM and AWS EC2. My DevOps experience in this position includes building caching techniques with Redis, implementing pub-sub systems with RabbitMQ, and monitoring with Prometheus and Grafana, as well as Docker containerization and preparing CI/CD pipelines.
May 2021 - April 2022
Student Tutor - Brac University
Peer tutoring students on courses like; programming languages (Python) and Object-Oriented Programming (OOP). Responsibilities included consulting the students on topics they had issue in, grading assignments, and aiding faculties during lab sessions.


EDUCATION
2019
Brac University - Dhaka
BSc. in Computer Science and Engineering
CGPA: 3.93 out of 4.00
2018
Notre Dame College
Higher Secondary certificate in Science
GPA: 5.00 out of 5.00
2016
South Point School and College
Secondary School Certificate in Science
GPA: 5.00 out of 5.00
CERTIFICATIONS
Microsoft Certified: Azure Data Fundamentals
April 2023
Issued by: Microsoft
Foundational concepts of Azure data services, encompassing databases, analytics, and data storage technologies
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Machine Learning Specialization
May 2023
Issued by: Coursera
Credential ID: PVF5P5TEDFYW
Proficient use of various machine learning techniques, algorithms, and applications through comprehensive coursework and practical exercises.
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Unsupervised Learning, Recommenders, Reinforcement Learning
May 2023
Issued by: Coursera
Credential ID: 5SWQ2TPXLYYS
Expert use of unsupervised learning techniques, recommender systems, and reinforcement learning algorithms, enabling proficient application across diverse domains.
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Advanced Learning Algorithms
April 2023
Issued by: Coursera
Credential ID: HY5EKRU3G7KY
Demonstration of advanced algorithms and techniques in machine learning, enhancing proficiency in designing and implementing complex learning models for various applications.
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Supervised Machine Learning: Regression and Classification
March 2023
Issued by: Coursera
Credential ID: WT5MDAYVTXT7
Use of supervised machine learning techniques for regression and classification tasks, encompassing algorithms, model evaluation, and application in real-world scenarios.
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Udemy Katonic MlOps
March 2023
Issued by: Udemy
Credential ID: UC-0ec6aa52-91ac-45fa-ab4b-9c6e34df3d5d
Mastering MLOps methodologies and practices offered by Katonic, gaining proficiency in deploying, monitoring, and managing machine learning models efficiently in production environments.
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PUBLICATION
Comparative analysis of machine learning techniques in optimal site selection
December 2023
DOI: 10.1109/ICCIT60459.2023.10441367
Show IEEE Paper
GIT CONTRIBUTIONS
2016rshah's Github chart
PROPEL YOUR VISION FORWARD WITH ME!

Thank you for visiting my resume website. I hope you've gained insight into my skills, experiences, and passion for this industry.

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