Sandeep Samant Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Aachen, North Rhine-Westphalia, Germany

1) Working on Prompt based Chat bot using Langchain framework which leverages Open AILLM (GPT 3) API in the backend2) Contributed to build a custom RL agent using DDPG algorithm to train model for 100,000 episodes and increase the cumulative reward of Robo arm push, slide etc.3) Designed and implemented an end-to-end causal analysis model on event log data, leveraging advanced statistical techniques to uncover hidden attributes and confounding factors.• Achieved an accuracy rate of 95% in validating the model results against ground truth data.4) Developed an optimization model using operations research (OR) techniques to address thechallenge of carbon emissions from conventional heating systems in Germany.• Achieved an average cost reduction of 25% per installation, resulting in significant cost savingsfor homeowners and a reduction in CO2 emissions of over 500,000 tons annually.Tech Stack: Python, CausalNex, CausalML, Pandas, PySenseMaker, Flask, d3.JS, statsmodels,C Matplotlib, Docker, Javascript, CSS, HTML, Gurobi, Sklearn, Plotly, BeautifulSoup

Essen, North Rhine-Westphalia, Germany

1) Led a project to centralize customer and their transaction data from Virta API for 5 years, covering over 1 million customers.• Developed an automated data pipeline with parallelization using Azure Data Hub, improving data handling efficiency by 30%.• Consolidated customer and transaction data, gaining valuable insights into behavior over timeand driving a 20% increase in customer acquisition and a 15% increase in customer retention. 2) Designed and developed Power BI dashboards to visualize monthly electric vehicle (EV) registration data across Europe with a total of 4-5 million cars sold per year.3) Leveraged machine learning algorithms to forecast future EV purchase trends based on historical data

Aachen, North Rhine-Westphalia, Germany

Implemented ReactJs functionalities like improving the existing web interface for hardware products.

Pune, Maharashtra

1) Built a migration component to move all compliance data (10,000 users) from SQL DB server to foundry.2) Developed an AI agent to help answer questions about general compliance regulations• Trained an NLP Q&A retriever model (based on BM25 algortihm in Haystack) on a dataset of compliance cases, achieving an accuracy of over 90% on a held-out validation set• Improved the accuracy of the existing baseline model by 15% resulting in a significant reduction in the time required to answer routine compliance queries, with an estimated 30% reduction in response time and a 20% increase in accuracy of responses.Tech Stack: Python, BERT, Haystack, ElasticSearch, BM25, TFIDF, ROGUE-L, SQL, Palantir Foundry, AWS

Pune, Maharashtra, India

• Built a capacity management ML model to automate KYC case assignment to an individual based on Historical data resulting in 50% reduction in manual task• Contributed to development and testing of the backend code for a mission-critical application called "Customer Liquidity Management".• Addressed the latency issues in API calls by optimizing the payload structure, resulting in a 20% improvement in overall speed and performance.Tech Stack: Python, Sklearn, SHAP, Flask, Javascript, HTML, CSS, SQL, AWS

Pune, Maharashtra, India

1) Worked on 2 PoCs which later became a part of one of the products. 2) Built a bidirectional data schema transform layer between the legacy RDBMS and the new document store based on MongoDB in NodeJS.

Work From Home (@Indian Mistry)

Internship to develop the Profile app of the company.

M.Sc. Data Science, 1.8 ( 1- Maximum, 5 - Fail ) - Made It To The Dean List

Master Thesis: Novelty Detection in NILM using Machine Learning. (Grade: 1.0) Took Courses : Mathematics of Data Science Machine Learning.

Bachelor Of Engineering (B.E.), Computer Science, 9.2 Sgpa

Activities and Societies: IIH CLUB, OSS CLUB,ALUMNI MEET CLUB, PACE ORGANISING COMMITEE, ALCHEMY ORGANISING COMMITEE.An active member.

Xii, Mathematics And Computer Science, A+

Was among meritorious students of the school, took part in many national level competitions.

High School, Mathematics, A+

Was the head boy of the school, took part in many public speaking events and other activities.