Looking for a job

KESHAV MANDOWRA

@keshavmandowra

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Experienced Engineering student with a passion for analytics and data science.

India

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What I'm looking for

I am looking for a job that allows me to apply my skills in analytics, statistics, and data mining. I am particularly interested in roles that involve working with large datasets, developing predictive models, and extracting insights to drive business decisions. I value a company culture that encourages innovation, collaboration, and continuous learning, and I am eager to contribute.

I am a fourth-year Engineering student at the Indian Institute of Technology, Roorkee. With a strong interest in analytics, statistics, and data mining, I have developed a solid foundation in these areas through my coursework and internships.

During my internships, I have gained hands-on experience in Python and C++ programming, working on projects such as Evolve, a high-speed scheduler, and Vacuum, a task simulation tool for finance and healthcare sectors. I have also conducted in-depth analysis and back-testing on market data, developed stock price prediction models using deep reinforcement learning and statistical techniques, and contributed to product analysis and customer data insights.

Outside of my internships, I have worked on various projects, including developing a genetic algorithm scheme for multi-objective optimization, implementing data-driven predictive maintenance using IoT and advanced machine learning for Indian Railways, and analyzing credit risk using data mining methods. I have also worked on improving the existing framework for the Multidimensional Poverty Index and regenerated 3D models from 2D images for the Google Research Challenge.

Experience

Current

Summer Intern

Current

Origin LLC

May 2023 - Present (1 year 1 month)

Contributed to Evolve, a Python & C++ based Scheduler which executes inter-dependent tasks at a very high speed and low latency. Working on Vacuum, which uses Evolve to simulate tasks in finance and healthcare sector.

Python C++Asynchronous Programming Redis MongoDB Celery Django

Product Intern

iStrata Digital

Jul 2022 - Jul 2021 (-2 years 11 months)

Contributed to conceptualization of Tradly, a no-code platform for building customized marketplace apps. Worked with cross-functional teams to launch Tradly & implemented a Product Marketing Plan. Articulated viewpoints to management on improving and streamlining Tradly workflows to improve revenue and productivity.

Cross Functional Team Management Product Marketing Workflow Products

Intern Quantitative Analyst

SmartAlpha Private Limited

Apr 2023 - Dec 2022 (-1 years 8 months)

Conducted in-depth analysis & back-testing on market data, including historical pricing information and trading volumes, to identify patterns and trends using SQL and Python. Involved in developing & launching stock price predicting models based on Deep Reinforcement Learning (DQN, DDPG & PPO) and Statistical techniques. Fine tuning LLMs for Sentiment Prediction through NLP.

SQL Python Reinforcement Learning PPO Statistical Techniques LLM NLP

Intern Analyst

Third Origin LLC

Nov 2021 - Jan 2022 (2 months)

Involved in creation & execution of the Product Analysis for 2 IT x Finance Products - Evolve & Vacuum. Capitalized on the customer data to identify key pain points & recommended the necessary adaptations.

SQL