Manish Y.

AI Researcher

Bāgmatī, Nepal6 yrs 10 mos experience
Highly Stable

Key Highlights

  • Led technical strategy as CTO, reducing hiring time by 60%.
  • Architected GDPR-compliant multi-tenant SaaS infrastructure.
  • Reduced API latency from 1.8s to 240ms through optimization.
Stackforce AI infers this person is a Backend Engineer specializing in SaaS and AI-driven solutions.

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Skills

Core Skills

Python (programming Language)FastapiEngineering LeadershipMicroservicesFull-stack DevelopmentApplication Programming Interfaces (api)Software As A Service (saas)Backend DevelopmentTeam LeadershipTechnical Leadership

Other Skills

Retrieval-Augmented Generation (RAG)Large Language Models (LLM)Hugging Face ProductsTransformersBERT (Language Model)MLOpsDockerExecutive Level ManagementTechnical EngineeringEngineering ManagementTeam BuildingAgile MethodologiesREST APIsDatabase DesignDatabase Optimization

About

Backend engineer with 9+ years of experience building scalable SaaS platforms, AI-powered systems, and high-performance APIs. I've led engineering teams, architected systems serving 10,000+ users, and delivered infrastructure handling millions of requests with consistent sub-100ms latency. What I do: I build reliable, production-grade backend systems that solve complex problems at scale. My expertise spans API development, database optimization, ML/AI integration, and infrastructure automation. I focus on systems that handle large-scale data efficiently while delivering measurable business outcomes. Key achievements: Led technical strategy as CTO for an AI recruitment platform, reducing hiring time by 60% through NLP-based matching algorithms serving 10,000+ users Built a call intelligence system using OpenAI and custom LLMs with an end-to-end pipeline: audio transcription → RAG analysis → automated insight generation, processing 10K+ calls monthly. Reduced API P95 latency from 1.8s to 240ms through systematic optimization: eliminated N+1 queries, implemented composite indexing, and deployed multi-tier Redis caching Architected GDPR-compliant multi-tenant SaaS infrastructure serving 100+ European businesses with zero security incidents Technical approach: I believe in pragmatic engineering—making architectural decisions that balance performance, maintainability, and business goals. I've built CI/CD pipelines, established code quality standards, and mentored engineers on system design and debugging practices. Security, scalability, and reliability are foundational, not afterthoughts. Currently focused on: LLM integrations, RAG systems, ML infrastructure optimization, and building high-performance APIs. Always interested in challenging backend problems and opportunities to work with mission-driven teams. Open to backend engineering and technical leadership roles. Let's connect if you're building something impactful.

Experience

6 yrs 10 mos
Total Experience
1 yr 8 mos
Average Tenure
--
Current Experience

Bronson

Artificial Intelligence Engineer

Mar 2026Present · 2 mos · 1302 Avenida · Remote

Coax app

AI/Devops Engineer

Oct 2024Mar 2026 · 1 yr 5 mos · Australia · Remote

  • Built end-to-end call intelligence system:
  • Developed an audio transcription pipeline and RAG system using OpenAI/custom LLMs to analyze call transcripts, extract customer intent, and generate actionable business insights
  • Processed 10K+ calls monthly with automated workflow scripts, serving 15+ business units
  • Built FastAPI endpoints with sub-100ms response times for real-time analysis
  • Scaled backend infrastructure:
  • Implemented async processing with Celery/Redis, handling high-volume operations
  • Containerized microservices with Docker and set up CI/CD pipelines with automated testing
  • Optimized ML workflows, reducing infrastructure costs and improving performance.
Python (Programming Language)FastAPIRetrieval-Augmented Generation (RAG)Large Language Models (LLM)Hugging Face ProductsTransformers+3

Meerako.com

Head of Engineering

Jan 2021Aug 2024 · 3 yrs 7 mos · Kathmandu District · Hybrid

  • Led technical strategy and built scalable infrastructure for an AI-powered recruitment SaaS platform serving 10,000+ users and 200+ companies.
  • Platform Architecture & Performance:
  • Owned backend architecture processing 50K+ daily API requests with 99.5% uptime over 18 months
  • Designed PostgreSQL database architecture managing 2M+ records with optimized indexing strategies (B-tree, GIN) and zero-downtime migrations using Alembic
  • Reduced API P95 latency from 1.8s to 240ms through systematic optimization: eliminated N+1 queries, implemented composite indexes, and deployed multi-tier Redis caching
  • Built microservices architecture with REST APIs serving web and mobile applications
  • AI & Matching Systems:
  • Architected NLP-based job-candidate matching engine using similarity algorithms, improving match satisfaction from 68% to 78%
  • Reduced average time-to-hire from 18 to 12 days (33% improvement) through intelligent recommendation algorithms
  • Built a resume parsing system, extracting skills and qualifications from unstructured documents
  • Security & Multi-tenancy:
  • Implemented JWT-based authentication with refresh tokens and RBAC supporting 5 permission levels
  • Architecteda multi-tenant system with complete data isolation across 500+ company accounts
  • Ensured zero security breaches through robust authentication, encryption, and GDPR compliance
  • Team & Operations:
  • Built and scaled an engineering team from the ground up to 15+ members across backend, frontend, mobile, QA, and DevOps
  • Established CI/CD pipelines, code review processes, and agile development practices
  • Implemented production monitoring with structured logging, custom Grafana dashboards (P95 latency, error rates, throughput), and PagerDuty integration
  • Mentored junior engineers on code quality, debugging practices, and system design
Python (Programming Language)Engineering LeadershipExecutive Level ManagementTechnical EngineeringEngineering ManagementTeam Building+16

Remondy software, germany

Senior Full-Stack Engineer

Jul 2020Dec 2021 · 1 yr 5 mos · Germany · Remote

  • Developed full-stack features for an enterprise multi-tenant SaaS platform serving 100+ German businesses.
  • Full-Stack Development:
  • Built end-to-end features across backend services and frontend interfaces with complete tenant data isolation
  • Developed REST APIs and integrated them with React/Vue frontend (specify which framework you used)
  • Implemented GDPR-compliant data handling, including encryption at rest, audit logging, and retention policies.
  • Performance & Automation:
  • Optimized PostgreSQL queries with indexing and Redis caching, reducing page load times from 3.2s to 800ms (75% improvement)
  • Built an automated white-label provisioning pipeline enabling customer deployments within 24 hours
  • Supported 99.99% platform reliability for production customers
React.jsNext.jsDjangoTypeScriptMulti-Tenant ManagementFull-Stack Development+1

Codavatar tech pvt. ltd.

Software Engineer

Mar 2019Jun 2020 · 1 yr 3 mos · Australia · Remote

  • Built backend systems for a time-tracking SaaS platform serving 5,000+ users across 200+ companies.
  • Backend Development:
  • Developed REST APIs using Python/Django for time tracking, project management, and reporting features
  • Designed PostgreSQL database schemas with proper indexing (B-tree, composite indexes), improving query performance by 40% on datasets with 500K+ records
  • Built user authentication, role-based access control, and multi-tenant data isolation
  • Data Processing & Automation:
  • Implemented Celery-based background job processing for automated report generation, email notifications, and data aggregation (100K+ jobs monthly)
  • Built web scraping pipelines to collect and process external data sources for enriched analytics
  • Created scheduled tasks for time calculations, overtime tracking, and billing automation
  • Infrastructure & Deployment:
  • Established CI/CD pipeline with automated testing and Docker containerization, reducing deployment time from 45 to 8 minutes
  • Implemented performance optimization through query optimization, database indexing, and caching
  • Maintained 99.9% platform uptime through monitoring and proactive issue resolution
EngineeringSoftware Systems EngineeringSoftware DesignSoftware as a Service (SaaS)FastAPIDjango+4

Anka ek

Development Team Lead

Jan 2018Feb 2019 · 1 yr 1 mo · Kathmandu · On-site

  • led a high-performing team of engineers, creating full-stack
  • applications and scalable backends.
  • Mentored the team on engineering best practices, improving productivity
  • by 30%.
  • Implemented CI/CD automation, reducing deployment time by 50% and
  • eliminating manual errors.
Team LeadershipCommandTechnical LeadershipManagementProduct DevelopmentFull-Stack Development

Hikvision nepal

Information Technology Support Engineer

Feb 2017Feb 2018 · 1 yr · Kathmandu · On-site

  • Maintained and developed the company's official website, focusing on
  • security and user experience.
  • Provided comprehensive technical support for software and hardware
  • integrations for security and networking systems.
  • Gained specialized expertise in real-time data processing and network
  • security for mission-critical applications.
WindowsSQLComputer NetworkingLAN-WANNetworkingClosed-Circuit Television (CCTV)+4

Easy tech training pvt. ltd.

Programming Language Trainer

Apr 2015Aug 2016 · 1 yr 4 mos · India · On-site

  • Developed full-stack web applications, including comprehensive class
  • management systems and dynamic marketing platforms.
  • Created responsive, mobile-first websites using modern design principles
  • and optimization techniques.
  • Conducted technical training programs for students covering modern web
  • development technologies.
  • Built robust, database-driven applications with a focus on scalable
  • architecture patterns

Education

Moti Babu Institute of Technology

Bachelor of Engineering — Computer Science

Apr 2013Jun 2017

Goldengate International College

High School — Biology with Mathematics

Feb 2011Mar 2013

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