Sanjeev Rana profile photo 1 on Tal

Sanjeev Rana

Decision Science Manager at HSBC | IITB | CFA Level 2 Candidate | CQF 2022 Cohort

Bengaluru

8+ years of work experience

HSBC
May 20233 yrsPresent

Bengaluru, Karnataka, India

o9 Solutions, Inc.
Apr 20221 yr 1 moApr 2023

o9 Solutions, Inc.
Mar 20202 yrs 1 moMar 2022

Bengaluru, Karnataka, India

Enhanced & optimized the existing statistical framework which increased the accuracy by 15-20% Created a statistical framework by combining the Segmentation, Hierarchical Forecasting and Disaggregation model. Implemented the Statistical framework to 4 existing projects after Data Analysis and improved the accuracy by 10-20%. Worked on multiple Proof of Concept and Demos to showcase capabilities of O9 Solutions Platform. Generated the Demand forecast using Hierarchical Forecasting method after segmenting the data. Developed a model to disaggregate the forecast at different level while retaining the properties of the lower-level data. Currently Working on creating an Auto-EDA model and multivariate forecasting models.
o9 Solutions, Inc.
Aug 20197 mosFeb 2020

Bangaon Area, India

Korea Advanced Institute of Science and Technology
May 20194 mosAug 2019

Yuseong-gu, Daejeon, Korea

Collected data of more 150+ buildings which were retrofitted and remodeled to Energy Efficient buildings, all around the world and processed the data to create a database with different elements of Construction of a building and used the database to create a Case-Base reasoning system for future Energy Efficient Remodeling Projects.
Jacobs
May 20183 mosJul 2018

Mumbai Area, India

Jacobs Engineering Group Inc. | Technical Trainee May’18 - Jul’18 ● Designed a steel platform of 7.5 m x 3.4 m for the total equipment weight of 3 ton ● Devised a chequered plate for the platform and shear tab connection for the beams of Steel platform ● Verified the adequacy of beams’ reinforcement for seismic and wind load which in total carries a load of 1000 tons ● Evaluated and verified the installation of equipment by cross checking structural and MEP technical drawings ● Modeled and analyzed steel platform and Steel Roof truss of 16.5 m in Staad Pro and verified Standard SOR
Team Shunya, IIT Bombay
May 20171 yr 3 mosJul 2018

Mumbai Area, India

Structural Design Engineer | Team Shunya, IIT Bombay May’17 - Jun’18 Team Shunya, an interdisciplinary team, represented India among 22 international teams in Solar Decathlon China-18  Constructed the Net Zero Energy ”Shunya” House with a team of 40+ students within only a 1 Month  Coordinated with 4+ industries to obtain building materials required for 1800 ft2 Net zero Energy House  Visited JSW Steel with the group of 15 Students for a hands-on session for Construction conducted by the experts  Developed Project Master Schedule using Gantt Charts after identifying scope of work in Bill of Quantities  Worked with the team of 15 Civil Engineers to model and design the Shunya House for fast and sustainable construction, to meet the requirement of the competition to build house in 2 weeks  Examined the structure to determine the stresses in critical columns and solar panel frames under wind loading

Sanjeev’s AI Stack

langchain
langchain
langgraph
langgraph
langsmith
langsmith
openai
openai

Education

Indian Institute of Technology, Bombay

Bachelor of Technology - BTech, Civil Engineering

Indian Institute of Technology, Bombay

20154 yrs2019

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Headline

Decision Science Manager at HSBC | IITB | CFA Level 2 Candidate | CQF 2022 Cohort

About

Hey, I'm Sanjeevkumar Rana, a Bachelor's Degree undergraduate from IIT Bombay. Currently, I am working as a Decision Science Manager at HSBC, a CFA L2 candidate, and a part of the CQF 2022 cohort. My role involves developing end-to-end solutions for Demand and Retail Planning in Python and R. I have a passion for Finance and the use of technology in Finance. I aim to leverage my technical skill set and knowledge of finance in providing value to firms. I'm open to opportunities related to Quantitative Research, Portfolio Management, Private Equity, Derivatives Modelling and Pricing, and Fixed Income securities.

Location

Bengaluru

AI stack

langchain

langgraph

langsmith

openai

Work experience

Decision Science Manager at HSBC, May 2023 - Present · 3 yrs, Bengaluru, Karnataka, India

Senior Data Scientist at o9 Solutions, Inc., Apr 2022 - Apr 2023 · 1 yr 1 mo

Data Scientist at o9 Solutions, Inc., Mar 2020 - Mar 2022 · 2 yrs 1 mo, Bengaluru, Karnataka, India, Enhanced & optimized the existing statistical framework which increased the accuracy by 15-20% Created a statistical framework by combining the Segmentation, Hierarchical Forecasting and Disaggregation model. Implemented the Statistical framework to 4 existing projects after Data Analysis and improved the accuracy by 10-20%. Worked on multiple Proof of Concept and Demos to showcase capabilities of O9 Solutions Platform. Generated the Demand forecast using Hierarchical Forecasting method after segmenting the data. Developed a model to disaggregate the forecast at different level while retaining the properties of the lower-level data. Currently Working on creating an Auto-EDA model and multivariate forecasting models.

Technical Consultant at o9 Solutions, Inc., Aug 2019 - Feb 2020 · 7 mos, Bangaon Area, India

Visiting Student Researcher at Korea Advanced Institute of Science and Technology, May 2019 - Aug 2019 · 4 mos, Yuseong-gu, Daejeon, Korea, Collected data of more 150+ buildings which were retrofitted and remodeled to Energy Efficient buildings, all around the world and processed the data to create a database with different elements of Construction of a building and used the database to create a Case-Base reasoning system for future Energy Efficient Remodeling Projects.

Intern at Jacobs, May 2018 - Jul 2018 · 3 mos, Mumbai Area, India, Jacobs Engineering Group Inc. | Technical Trainee May’18 - Jul’18 ● Designed a steel platform of 7.5 m x 3.4 m for the total equipment weight of 3 ton ● Devised a chequered plate for the platform and shear tab connection for the beams of Steel platform ● Verified the adequacy of beams’ reinforcement for seismic and wind load which in total carries a load of 1000 tons ● Evaluated and verified the installation of equipment by cross checking structural and MEP technical drawings ● Modeled and analyzed steel platform and Steel Roof truss of 16.5 m in Staad Pro and verified Standard SOR

Design Engineer at Team Shunya, IIT Bombay, May 2017 - Jul 2018 · 1 yr 3 mos, Mumbai Area, India, Structural Design Engineer | Team Shunya, IIT Bombay May’17 - Jun’18 Team Shunya, an interdisciplinary team, represented India among 22 international teams in Solar Decathlon China-18  Constructed the Net Zero Energy ”Shunya” House with a team of 40+ students within only a 1 Month  Coordinated with 4+ industries to obtain building materials required for 1800 ft2 Net zero Energy House  Visited JSW Steel with the group of 15 Students for a hands-on session for Construction conducted by the experts  Developed Project Master Schedule using Gantt Charts after identifying scope of work in Bill of Quantities  Worked with the team of 15 Civil Engineers to model and design the Shunya House for fast and sustainable construction, to meet the requirement of the competition to build house in 2 weeks  Examined the structure to determine the stresses in critical columns and solar panel frames under wind loading

Education

Bachelor of Technology - BTech, Civil Engineering, Indian Institute of Technology, Bombay