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I'm Kushagra Golash, a Final Year Computer Science Senior at BITS Pilani Dubai and Founding Engineer at Aipply. My work spans production ML systems, AI-powered platforms, full-stack development, and technical leadership.

As former Technical Lead of the Linux User's Group, I grew the community from 12 to 80+ active members. Today I'm building AI job-automation infrastructure at Aipply while shipping production NLP systems, voice-controlled robotics, and MCP-based AI tools.

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[PROFESSIONAL TIMELINE] Experience & Impact

From leading technical communities to building production ML systems, each role has shaped my expertise in delivering scalable solutions.

Jul 2025 - Present

aipply_founding_engineer.profile

Founding Engineer

Aipply — AI Job Automation Platform

Key Impact: Architected a full-stack AI platform automating job applications across 8 portals.

Building the core engineering backbone of an AI-powered job automation platform. Architected a multi-repository system spanning a Next.js frontend, Vertex AI-backed intelligence services, and Puppeteer automation infrastructure with encrypted credential handling, Redis/Bull job queues, and live application tracking.

► 8 job portals automated► 3-repository system► AES-256 credential vault

Jan 2025 - Jun 2025

perplexity_ai_ambassador.profile

Campus Ambassador

Perplexity AI

Key Impact: Promoted AI-powered search and responsible AI use across campus.

Selected as an official Campus Ambassador for Perplexity AI. Led sessions on AI-powered search, responsible AI usage, and practical LLM workflows for research and productivity.

► Campus-wide sessions► Responsible AI advocacy► Hands-on product adoption

Aug 2023 - May 2025

linux_users_group_bits_dubai.profile

Technical Lead & Mentor

Linux User's Group, BITS Dubai

Key Impact: Grew the community from 12 to 80+ active members.

Led technical programming for the university Linux community, delivered 15+ workshops, mentored 50+ students in open source contribution, and created repeatable learning pathways that outlived the role.

► Community growth: 567%► 15+ workshops delivered► 50+ students mentored

Jun 2024 - Aug 2024

bses_delhi.profile

Machine Learning Engineer (Intern)

BSES Delhi

Key Impact: Reduced manual address processing effort by 87% with a production ML pipeline.

Developed a production-grade multilingual address parsing system for one of India's largest power utilities. Built and deployed an IndicBERTv2-CRF pipeline, handled annotation strategy, evaluation, ONNX optimization, and Cloud Run deployment.

► 94.3% F1 accuracy► 87% efficiency improvement► Production deployment for 3.5M customers

Feb 2024 - May 2024

bits_tech_fest.profile

Digital Platform Architect

BITS Tech Fest

Key Impact: Served 3000+ participants across 50+ events with a resilient digital platform.

Architected and delivered a comprehensive festival platform with a React frontend, real-time Google Sheets integration, and monitoring-backed operational workflows that reduced schedule turnaround from hours to minutes.

► 3000+ users served► 99.9% uptime► 90% faster updates

Jul 2023 - May 2024

acm_bits_pilani_dubai.profile

Technical Executive & Developer

ACM BITS Pilani - Dubai

Key Impact: Improved event operations through automation and better development workflows.

Built internal tooling for registration, participant management, and real-time scoring while mentoring junior contributors and tightening delivery practices across the team.

► 60% efficiency improvement► 5+ automation tools► Cross-functional delivery

[TECHNICAL_EXPERTISE]
Skills & Technologies

Comprehensive technical stack with deep expertise in production environments and real-world applications.

technical_stack.json

$cat technical_expertise.json | jq '.skills'

Core Programming

Python
4+ years
Production ML, automation, and systems work
C/C++
3+ years
Systems programming and game tooling
JavaScript / TypeScript
3+ years
Production-grade web applications
Lua
2+ years
Open source game tooling and scripting

Machine Learning & AI

Natural Language Processing
3+ years
Production multilingual parsing systems
PyTorch / Transformer Fine-Tuning
2+ years
IndicBERTv2-CRF deployment
Data Annotation & Evaluation
2+ years
Custom datasets and regression harnesses
Model Deployment
2+ years
FastAPI, Cloud Run, ONNX, and pipelines

Web Technologies

React Ecosystem
3+ years
High-performance product surfaces and dashboards
Next.js
3+ years
Production SSR/SSG and metadata-heavy apps
API & Backend Integration
3+ years
FastAPI, Node.js, queues, and orchestration
Database & Data Flows
2+ years
Neo4j, Redis/Bull, and operational systems

Systems & DevOps

Linux Administration
4+ years
Workshops, automation, and environment management
Git / GitHub Workflows
4+ years
Open source maintenance and collaboration
CI/CD Pipelines
2+ years
Automated deploys and release hardening
System Architecture
2+ years
Multi-service production platforms

Leadership & Collaboration

Technical Mentorship
2+ years
50+ students mentored through LUG
Community Building
2+ years
Scaled Linux User's Group from 12 to 80+ members
Workshop Design
2+ years
15+ technical sessions delivered
Cross-functional Teams
2+ years
Campus engineering and startup product teams

[CONNECT_PROTOCOL]
Let's Build Together

Open to collaborations, technical discussions, and opportunities in machine learning, full-stack development, and technical leadership.

network_links.json

$ cat network_connections.json

Location
Dubai, UAE

Status: Available for opportunities | Response time: < 24hrs