Prabhat Tripathi
VASAI VIRAR
Summary
Results-oriented professional with a focus on innovation at Raise Financial Services, specializing in Python coding and problem-solving. Developed AI-driven tools and machine learning solutions that enhanced data analysis and customer support, leading to increased operational efficiency. Core competencies include big data handling and collaborative project execution. Aiming to leverage technical expertise to drive further advancements in financial technology.
Overview
4
4
years of professional experience
1
1
Certification
Work History
AI ML Engineer
Raise Finacial Services
Mumbai
09.2024 - Current
- Initiated hands-on projects to deepen understanding of AI and ML methodologies.
- Developed AI-driven post-call and chat analysis tool for customer support leads, enabling comprehensive sentiment analysis through AWS Bedrock agent.
- Designed middleware in GoLang and managed LLM integrations with Python to enable seamless bot responses for user inquiries across multiple domains.
- Designed, trained, and executed a machine learning solution tailored for application integration.
- Implemented independent language detection in chatbots, eliminating reliance on larger models.
- Recommended data analysis tools to address business issues.
- Prototyped novel AI architectures utilizing cutting edge deep learning frameworks like Keras or Pytorch Lightning.
- Provided technical guidance to junior members of the team on ML and AI related topics.
- Collaborated with other engineers to develop end-to-end AI solutions from scratch.
- Designed experiments to evaluate the accuracy of different ML and AI models and methods.
- Integrated pre-trained ML and AI models into web applications using frameworks such as TensorFlow or PyTorch.
- Created graphs and charts detailing data analysis results.
- Developed and implemented machine learning algorithms to classify and predict customer behavior.
- Exceeded customer satisfaction by finding creative solutions to problems.
Senior Data Engineer
Raise Finacial Services
Mumbai
09.2023 - 08.2024
- Established ClickHouse as main data warehouse, consolidating queries and minimizing reliance on multiple databases.
- Created ClickHouse tables detailing sold, added, unchanged portfolios and comprehensive price analysis.
- Standardized information through a unified data structure.
- Transferred technical expertise on clustering implementation, ensuring smooth operations.
- Delivered in-depth analysis on paid channels, order cancellations, user patterns, portfolio dynamics, and RFM evaluations to drive strategic initiatives.
- Facilitated training programs emphasizing the value of automating BAU tasks, achieving broad integration within diverse teams.
- Enabled streamlined workflows through effective use of Google Sheets API automation.
- Gained expertise in utilizing distributed systems technologies like Kafka, Kubernetes, and Big Data platforms effectively.
- Developed and deployed ClickHouse systems, streamlining data processes company-wide.
- Presented detailed findings on user activity and portfolio performance to senior team members.
- Facilitated data insights by providing non-Python users with easy access through Pickle and ClickHouse solutions.
Data Analyst
Raise Finacial Services
Mumbai
07.2022 - 08.2023
- Gained in-depth system knowledge to deliver comprehensive data insights on Trades and Traders efficiently.
- Optimized existing Python script to improve campaign reliability by including fields for segment upload, template name, and trigger time.
- Acquired comprehensive expertise in leveraging Suprsend for insights on trading behaviors.
- Identified inefficiencies in orders exceeding expected time during market hours through strategic mapping.
- Created scripts to fulfill data needs for Performance Marketing, from basic metrics like Mobile registrations to complex ones such as User behavior.
- Developed and implemented a script to process OMS data for identifying critical order details such as time, platform, and order type.
- Streamlined data distribution processes with scheduled CRON jobs integrated via Email and Slack.
- Analyzed scalability benefits of Clickhouse and implemented it to improve data processing speed and enhance system functionality.
Data Science Intern
Dentsu (Posterscope)
Mumbai
02.2021 - 04.2021
- Performed exploratory data analysis on large datasets to identify patterns and trends.
- Developed interactive dashboards in Python using libraries like Plotly or Dashboard frameworks like Flask or Django.
- Created graphs and charts detailing data analysis results.
- Cleaned and manipulated raw data.
- Recommended data analysis tools to address business issues.
- Worked with cross-functional teams to achieve goals.
- Identified needs of customers promptly and efficiently.
- Documented data engineering workflows in Jupyter notebooks for reproducibility purposes.
Education
Bachelor In Computer Science -
Shree L.R Tiwari College Of Enginnering
Mumbai10-2016
Associate of Applied Science -
Vidya Vardhini College Of Science
Mumbai08-2016
GED -
ST Anthony High School
Mumbai04-2014
Skills
- Amazon Redshift
- Cloud (AWS, GCP)
- Apache Spark
- Neural networks
- Natural language processing
- Hadoop Platform
- NoSQL databases
- Machine learning
- Machine learning algorithms
- Python coding
- Database structures
- Time series analysis
Coding Languages
- Python
- Shell Scrpting
- GoLang
- MySql
- Postgres
- NoSql
- MySqlServer
- Big Query
- Mongo DB
- Basic JS
Languages
Hindi
First Language
English
Advanced (C1)
C1
Marathi
Beginner (A1)
A1
Accomplishments
- Raising Star Award 2 time winner
- Appreciated by immediate colleagues on 4 occasions with "Kudos".
- Have been honored by leaders and founders for the work
Certification
- Programing For Everybody(Getting Started To Python)(https://coursera.org/share/4806f62b5be6d8ac01689ab77f6ab31f)
- Python Data Structures(https://coursera.org/share/4fe6969a40045655c3334e0158c8ffe9)
Timeline
AI ML Engineer
Raise Finacial Services
09.2024 - Current
Senior Data Engineer
Raise Finacial Services
09.2023 - 08.2024
Data Analyst
Raise Finacial Services
07.2022 - 08.2023
Data Science Intern
Dentsu (Posterscope)
02.2021 - 04.2021
Bachelor In Computer Science -
Shree L.R Tiwari College Of Enginnering
Associate of Applied Science -
Vidya Vardhini College Of Science
GED -
ST Anthony High School
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