Abhishek Rana

Data Scientist

Gurugram, Haryana, India5 yrs 2 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Developed a reinforcement learning model improving efficiency by 40-60%.
Skilled in multiple programming languages and cloud platforms.
Passionate about AI/ML with a strong analytical background.

Stackforce AI infers this person is a Data Scientist with expertise in AI/ML and optimization in manufacturing.

Contact

Skills

Core Skills

Machine LearningData Analysis

Other Skills

AI AgentsAnalytical SkillsArtificial Intelligence (AI)C++Data AnalyticsDeep LearningFastAPIFinancial AnalysisHTMLJavaScriptKubernetesLarge Language Model Operations (LLMOps)Large Language Models (LLM)MATLABMDP-based reinforcement learning

About

Moderately experienced member with a demonstrated interest in working in AI/ML, Product, Consulting, Data Science and Analytics. Passionate about music and photography. Skilled in Python, C++, SQL, Kubernetes, Terraform, MLOps, GitOps, LLMOps, Cloud platforms (Azure, AWS, GCP), Statistical Analysis, Exploratory Data Analysis and Visualization, Predictive Modeling, Clustering, and Classification.

Experience

Publicis sapient

Senior Associate Data Scientist L1

Oct 2023 – Present · 2 yrs 5 mos · Bengaluru, Karnataka, India

Accenture

Summer Internship

May 2022 – Jul 2022 · 2 mos · Bengaluru, Karnataka, India

1. Achieved 40% to 60% output efficiency increase by developing a Q-learning and MDP-based reinforcement learning model for optimizing Ball Mill Machinery performance in a pellet facility.
2. Developed an integer solution-based optimization model capable of solving complex optimization problems across diverse scenarios, providing efficient and effective solutions.
3. Leveraged SQL for data extraction and Python for data refinement, ensuring high-quality, bias-free data for accurate analysis and informed decision-making.

Q-learningMDP-based reinforcement learningSQLPythonMachine LearningData Analysis

Audio section iit roorkee

Additional Secretary

Aug 2021 – May 2022 · 9 mos · IIT Roorkee

Thomso, iit roorkee

General Organising Committee

Aug 2018 – Jan 2020 · 1 yr 5 mos · Roorkee, Uttarakhand, India

2 years of experience in leading the Operations and Promotions team, executing strategies in various cities of India.
Planning Event strategy and smooth controls for the whole 4-day festival.
Implementing the plan for control of 15k+ students visiting the campus.
Leading the promotions team to get a huge footfall of 40k from various parts of India
Successfully organised a first-ever international event of Thomso in NEPAL in 2019.

National cadet corps

Senior Member

Jun 2018 – Jun 2020 · 2 yrs · IIT Roorkee

Leading 400 Cadets of IIT Roorkee.
Participate two Times in 'Guards Of Honour' Parade to Director, IIT Roorkee.
Coordinated with Officers of Rank Brig. , Col. , etc and execute plans and assignment and conducted several other cultural and sports events including movie screening.
Volunteer, Prahari Kaksh IIT Roorkee
Conducted several Competitions like Quiz, Essay-writing, etc.