Shrimanta Satpati — Associate Consultant

I am a highly motivated and results-driven 3+ years experience Data Science Consultant, AI engineer and ML engineer currently working at KPMG India, with a diverse background that includes roles at the Government of India (Ministry of Textiles), startups, and as a Research Assistant. Equipped with strong technical and programming skills, I thrive on solving complex analytical problems and extracting meaningful insights from data. My experience spans both individual and team-based projects, where I have often taken on leadership roles to drive success. My technical expertise includes Python (Numpy, Pandas, BeautifulSoup, NLTK, Seaborn, Matplotlib), R, SQL, Machine Learning, Deep Learning, Neural Networks, Statistical Analysis, Natural Language Processing, Computer Vision, Docker, and AWS Fundamentals. I am also proficient in tools like Python Flask, R Shiny, PowerBI, Streamlit, and MS Excel. Additionally, I have hands-on experience with cutting-edge technologies such as YOLOv7, YOLOv5, AI, CNN, and Generative AI, including LLMs, RAG, Diffusion models, and Azure OpenAI. I am deeply passionate about working on projects that create large-scale positive impacts and am always eager to take on new challenges. My proactive and curiosity-driven nature, combined with my strengths in strategy building, goal-orientedness, empathy, and courage, make me a valuable asset to any team. I am committed to continuous learning and leveraging my skills to drive innovation and deliver impactful solutions.

Stackforce AI infers this person is a Data Science and AI professional with expertise in SaaS solutions.

Location: Kolkata, West Bengal, India

Experience: 2 yrs 4 mos

Skills

Data Science
Artificial Intelligence (ai)
Data Modeling

Career Highlights

3+ years of experience in Data Science and AI.
Expertise in Generative AI and Large Language Models.
Proven leadership in driving successful AI projects.

Work Experience

KPMG India

Consultant (2 yrs 4 mos)

Teachers College, Columbia University

Research Assistant (0 mo)

Dabler.co.uk

Artificial Intelligence (AI) Internship (1 mo)

VisioNxt Insights

Artificial Intelligence (AI) Intern (3 mos)

KPMG India

Consultant Trainee - Data Analytics and AI (3 mos)

Think Tanks and Civil Societies Program (TTCSP)

Fall Research Internship (4 mos)

Bright Network

Intern in Bright Network IEUK - Business, Operations and Marketing (0 mo)

Foundation to Industrial Aid Recovery

Macroeconomic and Policy Research Intern (2 mos)

Shining Tomorrow Foundation

Social Research Intern (1 mo)

The Sparks Foundation

Data science and business analytics intern (2 mos)

SarkariSchool.in

Policy Research Intern (2 mos)

Education

Master's degree at St Joseph's University

Online at Frontier Technology Institute

B.Sc.(Hon) Economics at University of Calcutta

Science at National Gems Higher Secondary School

Shrimanta Satpati

Associate Consultant

Kolkata, West Bengal, India2 yrs 4 mos experience

AI ML PractitionerAI Enabled

Key Highlights

3+ years of experience in Data Science and AI.
Expertise in Generative AI and Large Language Models.
Proven leadership in driving successful AI projects.

Stackforce AI infers this person is a Data Science and AI professional with expertise in SaaS solutions.

Contact

satpatishrimanta@gmail.com LinkedIn

Skills

Core Skills

Data ScienceArtificial Intelligence (ai)Data Modeling

Other Skills

Large Language Models (LLM)Microsoft AzureAmazon Web Services (AWS)Generative AIAzure OpenAISQLTime Series ModelsStreamLitWeb ScrapingFastAPIDockerData EngineeringLangChainModelingPython (Programming Language)

About

Experience

2 yrs 4 mos

Total Experience

2 yrs 4 mos

Average Tenure

2 yrs 4 mos

Current Experience

Kpmg india

Consultant

Jan 2024 – Present · 2 yrs 4 mos · Bangalore Urban, Karnataka, India · On-site

Worked on the Generative-AI platform backend.
Implemented end-to-end text-to-forecasting solution using Azure OpenAI LLM. A comprehensive automated solution to classify and extract relevant context from user queries, dynamically generating and executing SQL queries, and perform forecasting on the resulting filtered dataset using time series models.
Created a suite of specialized AI/ML tools designed for various platform usecases, enabling custom AI agents to produce efficient responses.
Assisted colleagues with open-source model like Llama-3, Mixtral (API-based) implementation and integration, AzureDevops and Git.
Created AI news bot - Automatic scrapping of daily news content from various news websites, GoogleNews etc. StreamLit RAG-based solution using Azure OpenAI, open-source LLM. Spearheaded a team of 4, mentored an intern.
Developed and implemented internet scrapper tool, a customized algorithm to scrape any website and convert into Markdown format for storing updated website content in vector database for url RAG (comparative analysis). Seamlessly use scrapped Markdown content with LLM, for efficient chunking and vector ingestion for accurate text retrieval (RAG).
Developed the entire automation testing framework for the Generative-AI platform manager. Testing API functionality, configuration resources and generated unit test execution report across the platform. Assisted in creating FastAPI service for scheduling unit tests execution and developed docker service for running unit tests.
Expertise in AWS (Lambda, S3, SageMaker, Bedrock, API Gateway, DynamoDB), large scale cloud solutions for audio processing and analytics (transcription, sentiment analysis, language detection) integrating AssemblyAI, Step Functions reducing operational costs by 30%, technical and CMMI documents.
Built Streamlit-based frontend Data Curation Accelerator POC, a pyspark-based framework for automated data cleaning.
Worked on 2 RFP documents.

Data ScienceArtificial Intelligence (AI)Large Language Models (LLM)Microsoft AzureAmazon Web Services (AWS)Generative AI

Teachers college, columbia university

Research Assistant

Sep 2023 – Sep 2023 · 0 mo · United States · Remote

Used fuzzy text matching for aggregating student data of about 80 Telangana schools.
Fixed mismatched student records of about 15000 rows.

Data Engineering

Dabler.co.uk

Artificial Intelligence (AI) Internship

Jul 2023 – Aug 2023 · 1 mo · Greater London, England, United Kingdom · Remote

Created FastAPI endpoints of Langchain-based AI chatbot for personalized multiple pdf/doc QA, Semantic search using AzureOpenAI API, Chroma vector database
Deployed on Streamlit.io server

Data ModelingLangChainModelingPython (Programming Language)Scala

Visionxt insights

Artificial Intelligence (AI) Intern

Jun 2023 – Sep 2023 · 3 mos · Chennai, Tamil Nadu, India · On-site

○ Joint collaborative project - Ministry of Textiles, Govt. of India, National Institute of Fashion Technology (NIFT), India
○ Finetuned SDXL 1.0 (DreamBooth via LoRA), Stable Diffusion 2 (Textual Inversion) on web scrapped images of Indian ethnic art to design new generation infused Indian garments
○ Created VisioNxt Prompter, a prompt generation interface in Gradio using GPT-2, DistilGPT pretrained models focusing Indian trend parameters.
○ Research paper writing (Would be published)

Kpmg india

Consultant Trainee - Data Analytics and AI

Feb 2023 – May 2023 · 3 mos · Bengaluru, Karnataka, India · Hybrid

Time Series ForecastingData ScienceData AnalysisMySQLData EngineeringPython (Programming Language)+1

Think tanks and civil societies program (ttcsp)

Fall Research Internship

Aug 2021 – Dec 2021 · 4 mos · United States

Regional and Global Summit and Data Group
Collect qualitative and quantitative data on global economic think tanks to provide data-supported analysis.
Excel analysis to clean data for ranking of the think tanks.
Cleaned data for about 10000 think tanks and ordered according to the regions.

Bright network

Intern in Bright Network IEUK - Business, Operations and Marketing

Jul 2021 – Jul 2021 · 0 mo · United Kingdom

Accepted Attendee for Bright Network's Internship Experience UK (IEUK) - Business, Operations and Marketing this summer (3-day)
Learn investment into professional development, learning new industry specific skills, and connecting with like-minded individuals through this amazing virtual opportunity.
Gained first-hand experience with leading industry heavyweights.
1. Business, operations and marketing, leadership and negotiation - Bright Network
2. How to structure a sales pitch - Google
3. Introduction to HR management - Enterprise
4. Impactful e-commerce strategies - Nestlé
5. Delivering innovative digital solutions - Virgin Media
6. A BBC case study: taking an idea to reality - BBC Studios
7. Digital marketing - Google
8. Problem solving - British Airways
9. CV & application tips - Gartner

Foundation to industrial aid recovery

Macroeconomic and Policy Research Intern

Jun 2021 – Aug 2021 · 2 mos · India · Remote

Conducted research on contemporary macroeconomic issues facing economies from across the world and
the importance of Post Keynesian macroeconomics, through Modern Monetary Theory (MMT).
Completed a course on MMT by the instructor and submitted a research thesis on smart contracts and MMT
for solving financial crises.
https://thefairindia.org/maps/
https://thefairindia.org/maps/wp-content/uploads/2021/07/Shrimanta-Gauri.pdf

Shining tomorrow foundation

Social Research Intern

May 2021 – Jun 2021 · 1 mo · New Delhi, Delhi, India

Strategic social research to improve program design, development of a monitoring and evaluation
framework for various programs, assessment and baseline studies for supervisor.
Developed content as to how AI can help agriculture and framed AI model for connecting farmers across the
country with the corporate and the Government of India.

The sparks foundation

Data science and business analytics intern

Mar 2021 – May 2021 · 2 mos · Singapore

Data Science and Business Analysis Tasks
#Prediction using Supervised Machine Learning
#Prediction using Unsupervised Machine Learning
#Exploratory Data Analysis - Retail
#Exploratory Data Analysis - Terrorism
#Prediction using Decision Tree Algorithm
#Stock Market Prediction using Numerical and Textual Analysis
#Timeline Analysis : Covid-19

Sarkarischool.in

Policy Research Intern

Mar 2021 – May 2021 · 2 mos · New Delhi, Delhi, India

Conducted research and provided insight into policy issues in India's school education and education policy
fields. Wrote a research report on “Contemporary issues in school education: NEP 2020 perspective” about
the transition of educational policies in India to the present NEP, its goals, and implementation.
Conducted a policy consultation workshop on the above topic. Attended capacity-building workshops on the
drafting of public policy articles.