About
Data Scientist & Developer
"Step into a world of creativity, innovation, and limitless possibilities. Welcome to my captivating portfolio!"
Step into the world of data with me – an experienced Data Scientist ready to unravel the hidden stories within vast datasets! 🌐📊
My expertise spans data analysis and visualization, ensuring precision and efficiency throughout the data lifecycle. 📈 I possess a special flair for machine learning techniques, crafting predictive models and recommendation systems that empower data-driven decision-making. 🚀
But that's not all! I have a keen eye for captivating data visualizations that breathe life into insights. 🔍📈 The power of visualization lies in its ability to tell a story that words can't. 💡
Are you ready to harness the true potential of your data? Let's embark on this data-driven journey together and drive your business forward through the art of data! 🚀📊
Skills
My expertise shines through in the following domains:
Proficiency
Experience
My Experience as Data Scientist and Analyst with a proven track record in diverse roles and projects:
Data Steward
Sept 2023 - Present
Air Canada, Montreal, CA
- Develop and implement manual data extraction methods from critical operational sources to ensure accurate and reliable data.
- Maintain alignment with enterprise data governance strategies, ensuring data consistency, quality, and compliance.
- Create and design manual reporting mechanisms when automated processes are insufficient to meet business requirements.
- Provide support for manual data insertion processes into internal database environments, ensuring data accuracy.
- Collaborate with other business teams to continuously enhance data management capabilities, practices, and outcomes.
Online Data Analyst
May 2023 - Aug 2023
TELUS International AI-Data Solutions, Freelance, CA
- Perform in-depth analysis of large datasets using SQL and data visualization tools to derive valuable insights.
- Utilize statistical techniques and predictive modeling to forecast business metrics and optimize operational performance.
- Collaborate with cross-functional teams to define key performance indicators (KPIs) and develop dashboards and reports for monitoring and tracking metrics.
- Ensure data integrity and accuracy through data cleansing, transformation, and quality assurance measures.
Data Engineer
Jan 2023 - April 2023
BETA Technologies, Montreal, CA
- Developed reliable data flow processes by utilizing Google Analytics, Python, and advanced Microsoft SQL server queries.
- Integrated data with Tableau to create impactful visualizations and utilized Microsoft Visio and draw.io to create flowcharts for clear process representation.
- Prepared comprehensive reports to effectively communicate insights to stakeholders and team leads.
- Improved data extraction, transformation, and loading from diverse sources, documenting statistical analysis using Microsoft Excel and BETA data systems.
- Optimized ETL infrastructure for enhanced scalability, deploying production-ready code and utilizing AWS DevOps for automation, leading to a 50% reduction in data processing time.
- Implemented CI/CD practices in database management, enabling continuous delivery of data integration solutions using Snowflake and GIT.
AI Data Science Intern
June 2022 - Aug. 2022
CAE, Montreal, CA
- Implemented and tested the Biometry Analysis Dashboard and Data Handling for Singapore Airlines using Databricks and Azure DevOps
- Leveraged cloud computing platforms to train machine learning models with real-time pilot data, resulting in impactful outcomes and a 20% increase in data reliability and extraction efficiency through optimized data flow processes.
- Created immersive training environments with Power BI, Python, and SQL for pilot instructors using Virtual Reality.
- Optimized system performance of aircraft through AI/ML techniques, including MIMO, precoding, and beamforming.
- Improved compression algorithms through ML to enhance multimedia data encoding and decoding, reducing bandwidth requirements.
Autonomy Engineer (Developer)
Jan. 2021 - Dec. 2022
Space Concordia, Montreal, CA
- Developed an autonomous rover dashboard for navigating Mars-like terrain using front-end camera visualization, obstacle avoidance algorithms, and computer vision.
- Implemented advanced techniques in localization, mapping, navigation, path planning, and computer vision.
- Integrated Teensy schematics with Jetson using C++, SQL, and Embedded C technologies to enhance robot capabilities.
- Utilized Jenkins to create an autonomous server with build pipelines and real-time monitoring.
- Implemented compression algorithms, achieving a 30% reduction in bandwidth requirements.
Data Science Trainee
Jan. 2020 - Dec. 2020
Coding Blocks, Delhi, IN
- Demonstrated proficiency in Web APIs, Scrapy web crawlers, and various data science libraries for ML model application projects.
- Review team members' solutions for efficiency, scalability, and resilience to ensure quality and effectiveness.
- Leveraged Python, SQL, and data science libraries to extract valuable insights from data, applying machine learning models and Linear Algebra techniques. This optimization resulted in a significant 25% increase in overall system speed.
- Devise and employ algorithms and models to extract insights from large-scale data sets. Conduct data and error analysis to enhance models. Ensure data uniformity and accuracy through thorough cleaning and validation processes.
Business Analyst
Jan. 2019 – Aug. 2019
Cuemath, Delhi, IN
- Lead and manage a team of data analysts to develop and execute a weekly deployment plan for field sales agents, utilizing complex data and analytics tools like Teradata, Tableau, and Salesforce.
- Oversee data transformation and supply of campaign leads through Salesforce CRM, ensuring accuracy and timeliness.
- Investigate and resolve data issues, maintaining data integrity and compliance with sales lead activity guidelines.
- Analyze and evaluate territory and channel performance, generating reports and providing insights to stakeholders.
Network Engineer Trainee
Jan. 2019 – Dec. 2019
Network Bulls, Delhi, IN
- Implementing Cisco Enterprise Network Core Technologies like routing (BGP), and switching with different algorithms to give quality of service with security by figuring out possible errors through LAN/WAN of Data centres.
- Practical training in dual-stack (IPv4 and Ipv6) architecture, network assurance, HTTP, security, and automation. Continuously monitor the IPS dashboard or management console to detect and respond to security events in real time.
- System and Link level modeling and analysing the overall behaviour of a communication system, focusing on the physical layer (L1/PHY) and medium access control layer suing NS-3 and Packet tracer.
- Using Wireshark network protocol analyser and packet capture tool for network troubleshooting, analysis, and protocol development.
Telecommunication Trainee
Apr. 2017 – Aug. 2017
Huawei, Delhi, IN
- Working on wireless Fundamentals, transmission fundamentals, and their routing and switching with security. GSM interfaces and core network structure with GPRS and GGSN network components and XML protocols.
- Adopting Cloud computing solutions and cloud-based services and performing portability across platforms. Operations in the OSI and TCP models. Configuring and verifying RIP, OSPF, and VLAN.
- Understanding the 3GPP standards processes to enhance in the development and implementation of wireless communication systems in the field of Radio access network (RAN Working groups).
- Using multiple antennas at both the transmitter and receiver to improve data throughput and enhance system reliability by Precoding and beamforming methods in MIMO systems.
Projects
My Versatile experience in visualizations, dashboards, web development, and ML models.
- All
- Data Analysis
- ML/AI
- Developer
More Details Coming Soon
Education
My education has been a journey of self-discovery and growth. My educational details are as follows.
Master of Engineering in Electrical & Computer Engineering (Co-op)
2021 - 2022
Concordia University, Montreal, CA
Relevant Courses:
Bachelor of Technology in Electronics & Communication
2015 - 2019
Guru Nanak Dev University, Amritsar, IN
Relevant Courses:
Certifications
A testament to lifelong learning, this section showcases certifications validating my expertise in the dynamic world of data.
🔗 LangChain, Pinecone and OpenAI, LLM Apps, Udemy 2023
🔗 Statistics for Data Science and Business Analysis, Udemy 2023
🔗 Azure Databricks & Spark For Data Engineers, Udemy 2023
🔗 Data Science, Coding Blocks 2020
Cisco Certified Network Associate (CCNA+CCNP) Routing & Switching, Network Bulls 2019
Huawei Certified Network Associate (HCNA) Routing & Switching (Among Top 50 in Asia), Huawei 2018
🔗 Embedded Software and Hardware, Techies 2017
Contact
Location:
Montreal, Quebec, CA H3H1K4
Email:
sanjeevtripathi1997@gmail.com
Call:
+1-514-972-3539
