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Expand Up @@ -14,11 +14,11 @@ I am a highly skilled and experienced engineer with 8+ years of experience with

At OpsTree, I spearheaded the creation of a data engineering vertical from the ground up, growing the team to 10-12 skilled professionals. Together, we successfully delivered numerous projects across AI, Data Engineering, and DBA domains over multiple clients. Our efforts not only enhanced the company's technical capabilities but also significantly reduced overall costs throughout the project lifecycle.

- [coto.world](about-me/projects/54-airflow-kafka-migration.md) - Migration of Kafka and Airflow from SAAS to open source linode self-managed platform (Feb'24 - Apr'24)
- [thriive.ai](about-me/projects/55-azure-social-media-analytics.md) - Social media listening (Mar'24)
- [Freecharge cost optimization and DBA](about-me/projects/56-freecharge-cost-optimization-dba.md) (Apr'24 - Jun'24)
- [Careers360 cost optimization](about-me/projects/57-careers360-cost-optimization.md) (May'24 - Sep'24)
- [Mozark - Cloud Cost Optimization and Performance Enhancement](about-me/projects/53-mozark-cloud-cost-optimization.md) (Jul'24)
- [coto.world](about-deepak-sood/projects/54-airflow-kafka-migration.md) - Migration of Kafka and Airflow from SAAS to open source linode self-managed platform (Feb'24 - Apr'24)
- [thriive.ai](about-deepak-sood/projects/55-azure-social-media-analytics.md) - Social media listening (Mar'24)
- [Freecharge cost optimization and DBA](about-deepak-sood/projects/56-freecharge-cost-optimization-dba.md) (Apr'24 - Jun'24)
- [Careers360 cost optimization](about-deepak-sood/projects/57-careers360-cost-optimization.md) (May'24 - Sep'24)
- [Mozark - Cloud Cost Optimization and Performance Enhancement](about-deepak-sood/projects/53-mozark-cloud-cost-optimization.md) (Jul'24)
- Careers360 - Backend, Frontend, SEO, Product Overhaul, GenAI - careers.ai (Nov'24 - Present)
- DealShare - Redshift to BQ Migration, ETL (Nov'24 - Present)

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# Ideas

- [Intro](about-deepak-sood/ideas/intro.md)
- [Creating a Business / Startup](about-deepak-sood/ideas/creating-a-business-startup.md)
- [Non Profit](about-deepak-sood/ideas/non-profit.md)
- [Donations](about-deepak-sood/ideas/donations.md)
- [Startup Ideas - SAAS](about-deepak-sood/ideas/startups-ideas-saas.md)
- [Education](about-deepak-sood/ideas/education.md)
- [Startup Ideas - Physical](about-deepak-sood/ideas/startup-ideas-physical.md)
- [Improvements / Feedbacks](about-deepak-sood/ideas/improvements-feedbacks.md)
- [Thoughts / Future / Ideas / Vision / Prediction](about-deepak-sood/ideas/thoughts-future-ideas-vision-prediction.md)
- [Society](about-deepak-sood/ideas/society.md)
- [Startup Quotes](about-deepak-sood/ideas/startup-quotes.md)
- [Others](about-deepak-sood/ideas/others.md)
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Expand Up @@ -127,7 +127,7 @@ Deepak Sood is a Senior AI, Data, and DevOps Architect with over 8 years of expe

### Podcast - Streamlining Cloud Migration Through Data Engineering

[Podcast - Streamlining Cloud Migration Through Data Engineering](about-me/projects/46-podcast-streamlining-cloud-migration-through-data-engineering.md)
[Podcast - Streamlining Cloud Migration Through Data Engineering](about-deepak-sood/projects/46-podcast-streamlining-cloud-migration-through-data-engineering.md)

### NIT Delhi - GenAI for Freshers (18 September 2024)

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https://demo.digiproctor.com

[CISO Cybersecurity](about-me/projects/99-ciso-cybersecurity.md)
[CISO Cybersecurity](about-deepak-sood/projects/99-ciso-cybersecurity.md)

### FFMPEG live streaming of videos from candidates to proctor

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#### Projects

- [Freecharge - Cost Optimization and Database Administration](about-me/projects/56-freecharge-cost-optimization-dba.md)
- [Careers360 Cost Optimization](about-me/projects/57-careers360-cost-optimization.md)
- [Azure Social Media Analytics](about-me/projects/55-azure-social-media-analytics.md)
- [Airflow and Kafka Migration](about-me/projects/54-airflow-kafka-migration.md)
- [AWS Gen AI Hackathon](about-me/projects/58-aws-gen-ai-hackathon-rag.md)
- [Mozark - Cloud Cost Optimization and Performance Enhancement](about-me/projects/53-mozark-cloud-cost-optimization.md)
- [Freecharge - Cost Optimization and Database Administration](about-deepak-sood/projects/56-freecharge-cost-optimization-dba.md)
- [Careers360 Cost Optimization](about-deepak-sood/projects/57-careers360-cost-optimization.md)
- [Azure Social Media Analytics](about-deepak-sood/projects/55-azure-social-media-analytics.md)
- [Airflow and Kafka Migration](about-deepak-sood/projects/54-airflow-kafka-migration.md)
- [AWS Gen AI Hackathon](about-deepak-sood/projects/58-aws-gen-ai-hackathon-rag.md)
- [Mozark - Cloud Cost Optimization and Performance Enhancement](about-deepak-sood/projects/53-mozark-cloud-cost-optimization.md)

#### Account Management / Sales

- [Data Engineering Product Pitch IoT Industry](about-me/projects/59-data-engineering-product-pitch-iot-industry.md)
- [MLOps Master Document](about-me/projects/63-mlops-master-document.md)
- [Problems in IoT Industry](about-me/projects/65-problems-in-iot-industry.md)
- [IoT Case Studies](about-me/projects/66-iot-case-studies.md)
- [Data Engineering - Battle Cards](about-me/projects/67-data-engineering-battle-cards.md)
- [Pull Request Risk Tagging Heuristics](about-me/projects/52-pull-request-risk-tagging-heuristics.md)
- [Use Cases: AIML in Logistics and Warehousing](about-me/projects/50-use-cases-aiml-logistics-warehousing.md)
- [Data Practical Use Cases](about-me/projects/49-data-practical-use-cases.md)
- [RAG Presentation](about-me/projects/48-rag-genai-presentation.md)
- [Opstree Standard Proposal Format](about-me/projects/71-opstree-standard-proposal-format.md)
- [Podcast - Streamlining Cloud Migration Through Data Engineering](about-me/projects/46-podcast-streamlining-cloud-migration-through-data-engineering.md)
- [Data Engineering Product Pitch IoT Industry](about-deepak-sood/projects/59-data-engineering-product-pitch-iot-industry.md)
- [MLOps Master Document](about-deepak-sood/projects/63-mlops-master-document.md)
- [Problems in IoT Industry](about-deepak-sood/projects/65-problems-in-iot-industry.md)
- [IoT Case Studies](about-deepak-sood/projects/66-iot-case-studies.md)
- [Data Engineering - Battle Cards](about-deepak-sood/projects/67-data-engineering-battle-cards.md)
- [Pull Request Risk Tagging Heuristics](about-deepak-sood/projects/52-pull-request-risk-tagging-heuristics.md)
- [Use Cases: AIML in Logistics and Warehousing](about-deepak-sood/projects/50-use-cases-aiml-logistics-warehousing.md)
- [Data Practical Use Cases](about-deepak-sood/projects/49-data-practical-use-cases.md)
- [RAG Presentation](about-deepak-sood/projects/48-rag-genai-presentation.md)
- [Opstree Standard Proposal Format](about-deepak-sood/projects/71-opstree-standard-proposal-format.md)
- [Podcast - Streamlining Cloud Migration Through Data Engineering](about-deepak-sood/projects/46-podcast-streamlining-cloud-migration-through-data-engineering.md)

#### Case Studies

- [Data Engineering Case Studies](about-me/projects/60-data-engineering-case-studies.md)
- [General Application Management Case Study](about-me/projects/61-general-application-management-case-study.md)
- [Application Management Case Study - Telecom](about-me/projects/62-application-management-case-study-telecom.md)
- [MLOps Case Studies](about-me/projects/64-mlops-case-studies.md)
- [Case Study: Anomaly Detection in Metric Data using Isolation Forest](about-me/projects/51-case-study-anomaly-detection.md)
- [GenAI Case Study - Careers360](about-me/projects/47-genai-case-study-careers360.md)
- [Traditional AI Case Studies](about-me/projects/45-traditional-ai-case-studies.md)
- [Agri Tech Digital Transformation Case Study](about-me/projects/44-agri-tech-digital-transformation-case-study.md)
- [Data Engineering Case Studies](about-deepak-sood/projects/60-data-engineering-case-studies.md)
- [General Application Management Case Study](about-deepak-sood/projects/61-general-application-management-case-study.md)
- [Application Management Case Study - Telecom](about-deepak-sood/projects/62-application-management-case-study-telecom.md)
- [MLOps Case Studies](about-deepak-sood/projects/64-mlops-case-studies.md)
- [Case Study: Anomaly Detection in Metric Data using Isolation Forest](about-deepak-sood/projects/51-case-study-anomaly-detection.md)
- [GenAI Case Study - Careers360](about-deepak-sood/projects/47-genai-case-study-careers360.md)
- [Traditional AI Case Studies](about-deepak-sood/projects/45-traditional-ai-case-studies.md)
- [Agri Tech Digital Transformation Case Study](about-deepak-sood/projects/44-agri-tech-digital-transformation-case-study.md)

### Bake.io

[Bake.io Data Engineering](about-me/projects/75-bake-io-data-engineering.md) (Mar'23 - Nov'23)
[Bake.io Data Engineering](about-deepak-sood/projects/75-bake-io-data-engineering.md) (Mar'23 - Nov'23)

### Stashfin

- [Stashfin](about-me/projects/80-stashfin.md) (Feb'20 - Feb'23)
- [Stashfin Terms](about-me/projects/81-stashfin-terms.md) (Feb'20 - Feb'23)
- [Stashfin Metrics](about-me/projects/82-stashfin-metrics.md) (Feb'20 - Feb'23)
- [Stashfin Customer Support](about-me/projects/86-stashfin-customer-support.md) (Nov'22 - Feb'23)
- [Stashfin Twitter Bot](about-me/projects/85-stashfin-twitter-bot.md) (Nov'22 - Feb'23)
- [Stashfin Team Management / Culture](about-me/projects/87-stashfin-team-management-culture.md) (Sep'21 - Feb'23)
- [Stashfin Security IAM APIs](about-me/projects/88-stashfin-security-iam-apis.md) (Feb'20 - Feb'23)
- [Stashfin Devops Overhaul](about-me/projects/89-stashfin-devops-overhaul.md) (Feb'20 - Jan'21)
- [Stashfin Tech Stack / Infra](about-me/projects/90-stashfin-tech-stack-infra.md) (Feb'20 - Feb'23)
- [Stashfin AIML Use Cases & Implementation](about-me/projects/91-stashfin-aiml-use-cases.md) (Feb'20 - Feb'23)
- [Stashfin](about-deepak-sood/projects/80-stashfin.md) (Feb'20 - Feb'23)
- [Stashfin Terms](about-deepak-sood/projects/81-stashfin-terms.md) (Feb'20 - Feb'23)
- [Stashfin Metrics](about-deepak-sood/projects/82-stashfin-metrics.md) (Feb'20 - Feb'23)
- [Stashfin Customer Support](about-deepak-sood/projects/86-stashfin-customer-support.md) (Nov'22 - Feb'23)
- [Stashfin Twitter Bot](about-deepak-sood/projects/85-stashfin-twitter-bot.md) (Nov'22 - Feb'23)
- [Stashfin Team Management / Culture](about-deepak-sood/projects/87-stashfin-team-management-culture.md) (Sep'21 - Feb'23)
- [Stashfin Security IAM APIs](about-deepak-sood/projects/88-stashfin-security-iam-apis.md) (Feb'20 - Feb'23)
- [Stashfin Devops Overhaul](about-deepak-sood/projects/89-stashfin-devops-overhaul.md) (Feb'20 - Jan'21)
- [Stashfin Tech Stack / Infra](about-deepak-sood/projects/90-stashfin-tech-stack-infra.md) (Feb'20 - Feb'23)
- [Stashfin AIML Use Cases & Implementation](about-deepak-sood/projects/91-stashfin-aiml-use-cases.md) (Feb'20 - Feb'23)

### Zenatix (Aug'17 - Jan'20)

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### CISO Cybersecurity

[CISO Cybersecurity](about-me/projects/99-ciso-cybersecurity.md) (Dec'16 - July'17)
[CISO Cybersecurity](about-deepak-sood/projects/99-ciso-cybersecurity.md) (Dec'16 - July'17)

## Personal Projects

- [Interview - Datainsight Alerting Engine](about-me/projects/70-interview-datainsight-alerting-engine.md) (Nov'2023)
- [Interview - Datainsight Alerting Engine](about-deepak-sood/projects/70-interview-datainsight-alerting-engine.md) (Nov'2023)
- [GitHub - deepaksood619/react-shopping-cart](https://github.com/deepaksood619/react-shopping-cart) (May'21)
- [GitHub - deepaksood619/FCC-Weather-App: FreeCodeCamp Weather Application Project](https://github.com/deepaksood619/FCC-Weather-App) [FCC-Weather-App](https://codepen.io/deepaksood619/full/rpyRbZ) (Jan'18)
- [GitHub - deepaksood619/FCC-Algorithm-Scripting: A Collection of JS Algorithm Scripting Challenges @FreeCodeCamp](https://github.com/deepaksood619/FCC-Algorithm-Scripting) (Dec'17 - Dec'21)
Expand All @@ -84,7 +84,7 @@
- [GitHub - deepaksood619/MyWebsite: My Website from scratch.](https://github.com/deepaksood619/MyWebsite) (Apr'17)
- [GitHub - deepaksood619/Competitive-Programming: https://www.hackerrank.com/deepaksood619, http://practice.geeksforgeeks.org/user-profile.php?user=Deepak%20Sood](https://github.com/deepaksood619/Competitive-Programming) (July'17 - Present)
- My repository where I maintain all the competitive programming questions that I have solved. It's a collection of problems from various sites like HackerRank, GeeksForGeeks, HackerEarth, CodeChef, LeetCode, and basic algorithms and data structure questions
- [Others](about-me/projects/98-others.md)
- [Others](about-deepak-sood/projects/98-others.md)

### Kaggle Notebooks

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# About

- [Resume](https://bit.ly/deepak_sood_resume)
- [Experience](about-deepak-sood/experience.md)
- [Projects](about-deepak-sood/projects/readme.md)
- [Paper / Publications / References](about-deepak-sood/paper-publications-references.md)
- [Courses / Certifications](courses/readme.md)
- [Meetups / Talks / Sessions](about-deepak-sood/meetups-talks-sessions.md)
- [Achievements / Activities / Awards](about-deepak-sood/achievements-activities-awards.md)
- [Social Links](about-deepak-sood/social-links.md)
- [FAQs](about-deepak-sood/faqs.md)
- [Personality](about-deepak-sood/personality.md)
- [Ideas](about-deepak-sood/ideas/readme.md)
- [Soft Skills](../psychology/soft-skills/readme.md)
- [Books](../book-summaries/readme.md)
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## Links

- [AWS Gen AI Hackathon](about-me/projects/58-aws-gen-ai-hackathon-rag.md)
- [AWS Gen AI Hackathon](about-deepak-sood/projects/58-aws-gen-ai-hackathon-rag.md)
- [30+ large language model interview questions \[2024 Edition\]](https://www.analyticsvidhya.com/blog/2024/04/llm-interview-questions/)
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## Links

[thoughts-future-ideas-vision-prediction](about-me/ideas/thoughts-future-ideas-vision-prediction.md)
[thoughts-future-ideas-vision-prediction](about-deepak-sood/ideas/thoughts-future-ideas-vision-prediction.md)
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- [Funny](funny)
- [Tatoos Quotes](tatoos-quotes)
- [Tips](tips)
- [Startup Quotes](about-me/ideas/startup-quotes.md)
- [Startup Quotes](about-deepak-sood/ideas/startup-quotes.md)
- [Hindi](knowledge/quotes-proverbs/hindi.md)
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## Outline

- [About me](about-me/readme.md)
- [Experience](about-me/experience.md)
- [Projects](about-me/projects/readme.md)
- [Meetups / Talks / Sessions](about-me/meetups-talks-sessions.md)
- [About me](about-deepak-sood/readme.md)
- [Experience](about-deepak-sood/experience.md)
- [Projects](about-deepak-sood/projects/readme.md)
- [Meetups / Talks / Sessions](about-deepak-sood/meetups-talks-sessions.md)
- [Computer Science](computer-science/readme.md)
- [AI](ai/readme.md)
- [ML Algorithms](ai/ml-algorithms/readme.md)
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- [Fallacies of Distributed Computing](computer-science/distributed-system/fallacies-and-problems) and [Biases / Fallacies](psychology/biases-fallacies) of Human Computing, which everyone should know and try to overcome in their lifetimes
- [Types of Databases](databases/concepts/types-of-databases) to organize your data in the right database, since data has gravity, it becomes harder with quantity of data to migrate data over time to other databases
- List of [YouTube / Podcasts](knowledge/youtube-podcasts-magazine-apps.md) that I follow and [YouTube Videos](knowledge/links.md) that I have watched. Also [Computer Science YouTube Videos](computer-science/links.md) that I have watched since keeping yourself updated with the field is a must.
- [My Experiences](about-me/experience.md) over the years, [Meetups / Talks](about-me/meetups-talks-sessions.md) I presented, and [Social links](about-me/social-links.md) to connect with me
- [My Experiences](about-deepak-sood/experience.md) over the years, [Meetups / Talks](about-deepak-sood/meetups-talks-sessions.md) I presented, and [Social links](about-deepak-sood/social-links.md) to connect with me

## Donate

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