AI, Growth & Product Operator

Building intelligent systems that scale growth.

I'm Sanyam Raj Golechha, a builder focused on execution. I combine AI systems, growth workflows, and product thinking to solve real-world problems.

01 AI Interview Practice Agent
02 AI Tourism & Itinerary Planner
03 Multilingual Legal Translation
04 Prompt Compression & Optimization
05 IMO Global Rank #5
06 CCC Global Rank #144
01 AI Interview Practice Agent
02 AI Tourism & Itinerary Planner
03 Multilingual Legal Translation
04 Prompt Compression & Optimization
05 IMO Global Rank #5
06 CCC Global Rank #144
01.

About Me

Sanyam Raj Golechha LinkedIn

I am a B.Tech AI & ML student at Atlas SkillTech University with a relentless bias toward execution. I don't just study AI; I build systems that operate in the real world.

My background spans from leading a volunteer-driven NGO impacting 1,000+ lives during COVID to building AI workflows for growth marketing at Myntmore. I bridge the gap between technical AI capability and operational leadership.

Education

Atlas SkillTech University

B.Tech in AI & ML (2023–2027)

Jayshree Periwal Int. School

International Baccalaureate
02.

Professional Experience

May 2025 – Present

AI Intern @ Myntmore

Growth Marketing & AI Workflows
  • Built AI workflows for growth marketing and personalized outreach.
  • Improved lead generation pipelines through automated data enrichment.
  • Created internal sales-call support tools to enhance conversion rates.
Sept 2020 – Apr 2021

Founder & President @ Hausla NGO

Social Impact & Crisis Leadership
  • Led 140+ volunteers during the COVID-19 pandemic.
  • Organized plasma donation drives impacting over 1,000 lives.
  • Collaborated with Government of Delhi and Fever FM for mass outreach reaching 250,000+ people.
Leadership

Joint Secretary @ Rotaract Club

Atlas SkillTech University
  • Managed operations and administrative workflows for one of Mumbai’s largest Rotaract clubs.
  • Coordinated multi-team initiatives for community service and professional development.
Administration

Assistant Head @ ILLENIUM 2024

Fest Website & Data Management
  • Managed the official fest website and participant data for 5,000+ attendees.
  • Led a team of 15 members to ensure seamless operational execution.
03.

Production-Grade Projects

AI Agent / LLM

AI Interview Practice Agent

Resume-aware mock interview system that parses user profiles to generate tailored, high-fidelity interview simulations.

  • Identifies weak areas and provides real-time feedback.
  • Designed for practical career preparation outcomes.
AWS / Cloud

AI Tourism & Itinerary Planner

AWS-hosted intelligent planning system that generates optimized travel itineraries based on constraints and budget.

  • Scalable backend architecture for global usage.
  • Focused on real-world constraint satisfaction.
NLP / LegalTech

Multilingual Legal Translation

Context-aware engine that preserves legal intent and terminology across multiple languages to reduce ambiguity in contracts.

  • High-precision translation for formal documentation.
  • Domain-specific semantic preservation.
Optimization / API

Prompt Compression Tool

Semantic compression engine designed to reduce token usage and computational cost in scalable AI workflows.

  • Preserves semantic intent while minimizing length.
  • Optimized for production LLM pipelines.
Machine Learning

Housing Price Prediction

Advanced regression modeling research project focused on minimizing RMSE through feature engineering and model tuning.

  • Applied rigorous ML evaluation methodologies.
  • Achieved significant error reduction over baselines.
Algorithms / Python

Efficiency of Chess Algorithms

Comparative study of time complexity and move counts across various chess engine algorithms.

  • Implemented analytical experiments using Python.
  • Validated performance metrics against established research.
04.

Skills & Tools

Core Expertise

AI & Machine Learning Growth Systems AI Workflow Automation Lead Generation

Technical Stack

Python SQL Data Visualization AWS Git

Operational

Project Management Crisis Leadership Public Speaking Critical Thinking
05.

Achievements & Certs

Honor Roll

CCC Rank #144

Canadian Coding Competition (University of Waterloo) - Global Rank #144

Mathematics

IMO Rank #5

International Maths Olympiad - Global Rank #5

Certifications
  • CS50 — Harvard University
  • Google Android Developer Programme
  • Fractal Data Science
"The distance between theory and practice is 
much smaller in theory than it is in practice."
- Execution is everything.
                
06.

Let's build something serious.

I'm always looking for ambitious projects and founders to collaborate with.

Phone +91 93529 15198
Location Mumbai, India