Ramandeep Singh

RAMANDEEP SINGH

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MMT Amazon Gamezop

Professional Experience

Gamezop Logo

Data Science Engineer Intern

Gamezop • Remote (Hyderabad) Sep 2025 – Present
AWS Python FastAPI PostgreSQL Prompt Engineering Git
  • Designed and deployed an automated deduction sheet pipeline using PostgreSQL, Python, Excel, and Google Sheets, reducing manual preparation time from 7 days to 3 hours.
  • Built an autonomous AI Outreach Bot using Recall.ai and Gemini, leveraging advanced prompt engineering to conduct real-time conversations and join online meetings.
  • Developed production-grade Fal AI image pipelines integrated with AWS S3 and Bedrock–Lambda workflows, reducing inference latency by 17%.
Epilepto Logo

Generative AI Intern

Epilepto • Remote May 2025 – Jul 2025
LLM Pipelines FastAPI Prompt Engineering Git GitHub
  • Developed modular, memory-augmented LLM pipelines using DSPy and mem0, enabling tool-based reasoning and document generation at scale.
  • Deployed AI solutions integrating model fine-tuning, semantic memory, and structured feedback loops.
  • Achieved a 40% improvement in enterprise workflow accuracy via scalable agents.
Parabox Logo

Data Scientist Intern

Parabox • Remote Oct 2024 – Jan 2025
XGBoost CNN OpenCV Image Denoising Git GitHub
  • Engineered a hybrid ensemble model integrating XGBoost and CNN, boosting predictive performance to 97% accuracy.
  • Implemented advanced image pre-processing (median blur, TV Denoising) via OpenCV for medical imaging data.
  • Facilitated cross-functional collaboration between technical and medical teams.

PROJECTS

JUIT Chatbot
Try Now

JUIT AI Assistant

Conversational AI chatbot with 94% accuracy, optimized for low-resource systems using spaCy and Flask.

NLP Flask HuggingFace
Image Dehazing
View GitHub

Image Dehazing FFA-Net

3D attention mechanism based novel approach for visibility restoration in medical imaging.

PyTorch OpenCV Computer Vision
Churn Prediction
Analysis

Customer Churn Analytics

Predictive modeling using Random Forest and Tableau for retention strategy optimization.

Tableau ML PostgreSQL

ACHIEVEMENTS

LeetCode

LeetCode Ranking

Global Top 7.3%

Rating: 1809

Amazon ML

Amazon ML School

Selected (Top 3.7%)

Recognized among 23,000+ applicants for the 2025 Summer School.

MMT

MMT myLaunchpad

Rank 100 (Top 0.43%)

Achieved exceptional performance in building scalable procurement automation solutions.

View Certificate

Clear Vision

3rd Place

Secured 3rd place in the AI event organized by the CoE in Artificial Intelligence for Education.

View Certificate

VOLUNTEER EXPERIENCE

Koshish Club

JYC (Koshish Club)

Sep 2022 - Present

Coordinator

Overseeing educational initiatives for 24 underprivileged students and organizing workshops.

SIAM

SIAM JUIT

Mar 2023 - Present

Senior Member

Coordinating technical events to enhance engagement within the tech community.

United Bhangra Crew

United Bhangra Crew

Sep 2022 - Present

Senior Member

Showcasing cultural heritage through performances and organizing cultural festivals.

UGC

UGC Saarthi

Jun 2023 - Oct 2024

Student Ambassador

Guided students in navigating NEP 2020 initiatives and academic opportunities.

TECHNICAL SKILLS

Languages

Python SQL JavaScript Java C/C++

Frameworks/AI

PyTorch Keras FastAPI Flask GenAI / LLMs

Tools & Data

AWS Git PostgreSQL Tableau Linux

EDUCATION

B.Tech. in Computer Science & Engineering

Jaypee University of Information and Technology, Solan

2022 - 2026

CGPA: 9.18 (till 7th semester)

Class 12th

Guru Teg Bahadur Public School, Faridkot, Punjab

2020 - 2022

Percentage: 82.80%

Class 10th

Dasmesh Public School, Faridkot, Punjab

2007 - 2020

Percentage: 93.60%

CERTIFICATIONS

Machine Learning with Python - IBM

Machine Learning with Python - IBM

Database Structures and Management with MySQL - Meta

Database Management (MySQL) - Meta

Basics of Python - Infosys Springboard

Python Foundation - Infosys

Introduction to Data Science in Python - University of Michigan

Data Science in Python - U-Michigan