Summary
Overview
Work History
Education
Skills
Certification
Affiliations
Accomplishments
Personal Projects
Timeline
Generic
VISHWAS SURYAWANSHI

VISHWAS SURYAWANSHI

PUNE

Summary

AI/ML Engineer with over 3 years of experience in Conversational AI, NLP, and Computer Vision. Experienced in developing and deploying AI-powered chatbots, optimizing response times, and integrating Retrieval-Augmented Generation (RAG) for enhanced functionality. Skilled in machine learning, deep learning, and computer vision, with hands-on experience in YOLO-based object detection, OpenCV, and CNN networks. Adept at automating document processing, financial data extraction, and developing ML models for predictive analytics. Proficient in end-to-end deployment of AI solutions using Flask, Streamlit, and cloud platforms like Heroku. Passionate about leveraging AI to drive business solutions and improve decision-making.

Overview

7
7
years of professional experience
1
1
Certification

Work History

Analyst - Analyst Technology

Infosys Pvt. Ltd.
Pune
08.2024 - Current
  • Streamlit chatbot code is deployed on Streamlit, leveraging LangChain and Azure OpenAI LLM for prompt-based SQL generation, with the use of Azure Cloud Technology.
  • Reduced response time from over 100 seconds to under 70 seconds through initial optimizations, and further optimized to around 25 seconds with advanced techniques.
  • Currently, we are implementing Retrieval-Augmented Generation (RAG) to enhance chatbot functionality and response.

Data Science - Analyst

bluCognition Pvt. Ltd.
Pune
05.2022 - 07.2024
  • Automating new bank statement formats across multiple markets with document conversion, data (text) extraction, and object and image processing, along with the development of ML models.
  • R&D on Yolo Object Detection, with implementation to drive the business need and various deep learning improvements to achieve the end goal using OpenCV (CNN Network).
  • Developing and maintaining the code base for document extraction, and working closely with the product and operations teams to maintain, troubleshoot, and update the document extraction product.

Data Scientist Intern

INNODATATICS INC.
Pune
08.2021 - 04.2022
  • Building predictive and decision models using machine learning algorithms for various business study cases, with optimizations and evaluation techniques.
  • Analyzed large and imbalanced datasets by performing machine learning techniques to provide data insights, optimistic solutions, and strategic directions for making data-driven decisions.
  • End-to-end deployment of ML and NLP solutions on web-based frameworks like Flask, Streamlit, and deployed on free cloud servers like Heroku.

Jr. Piping Design Engineer

PARASCADD Pvt. Ltd.
Mumbai
08.2018 - 06.2021
  • Develop construction specifications and scope of work documentation. Applies Global Project Methodology (Global Project Methodology) and Discipline Engineering Work Process Discipline.
  • Perform plant and piping design activities as a member of the task force under the guidance provided by the leader, and cooperate with multi-discipline designers.

Education

Bachelor of Engineering - Mechanical Engineering

Navsahyadri Institute Of Technology
Pune, India
06-2018

HSC (Higher Secondary Certificate) -

Muktangan Educational Institute
Pune, India
06-2014

SSC (Secondary School Certificate) -

Vishwakarma Vidyalaya (VIT)
Pune, India
06-2012

Skills

  • Python
  • MySQL, COSMOS DB, Redis DB
  • Machine Learning (ML)
  • Natural Language Processing (NLP)
  • Artificial Intelligence (AI)
  • Large Language Model (LLM)
  • GenAI and AgenticAI
  • Retrieval-Augmented Generation (RAG)
  • Data Analysis
  • SQL Generation
  • Document Extraction
  • Project Management
  • Object Detection
  • Image Processing
  • MS Excel
  • Predictive modeling
  • Performance optimization

Certification

  • Data Science ExcelR (08/2021 - 11/2021)
  • Data Analyst ExcelR (11/2021 - 02/2022)
  • Text Analytics Certificate by IBM (10/2021 - 11/2021)
  • Building LLM - Powered Apps training by Wrights & Baises
  • RAG for Production with LangChain & LlamaIndex
  • Infosys Certified Generative AI Professional Foundation

Affiliations

  • Bike Riding
  • Travelling and Exploration
  • Gym and Fitness
  • Sports Enthusiasts
  • Foodie
  • Musical Instruments

Accomplishments

  • Awarded "Best Handled Project" at Parascadd Pvt. Ltd.
  • Awarded "Employee of the Quarter" at Blucognition Pvt. Ltd.
  • State player in Kabaddi and Cricket
  • District Player in Kho-Kho

Personal Projects

  • Air Quality Forecasting CO2 Emissions - (August 2021 – October 2021)
  • Sentimental Analysis of Product - (November 2021 – January 2022)
  • Stock Market Analysis - (February 2022 – April 2022)
  • Text Classification on BBC Dataset – (October 2024)

Timeline

Analyst - Analyst Technology

Infosys Pvt. Ltd.
08.2024 - Current

Data Science - Analyst

bluCognition Pvt. Ltd.
05.2022 - 07.2024

Data Scientist Intern

INNODATATICS INC.
08.2021 - 04.2022

Jr. Piping Design Engineer

PARASCADD Pvt. Ltd.
08.2018 - 06.2021

Bachelor of Engineering - Mechanical Engineering

Navsahyadri Institute Of Technology

HSC (Higher Secondary Certificate) -

Muktangan Educational Institute

SSC (Secondary School Certificate) -

Vishwakarma Vidyalaya (VIT)

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