Maneesh C. — Co-Founder

Principal Engineer and Systems Architect with 25+ years designing and evolving large-scale distributed systems at Microsoft, Target, Intuit, and Lowe's — across distributed infrastructure, commerce platforms, and large-scale data systems. At Microsoft, I led four architecture programs across Bing Search infrastructure: re-architecting a 40+ stage index pipeline to incremental processing (under 2ms per-document dedup), designing a four-layer bot detection system at 0.3ms P99 filtering 15-20% of automated traffic, unifying seven authentication libraries across 20+ teams (12ms to under 2ms P99), and decomposing a monolithic spam classifier into a four-stage ML pipeline. My technical depth spans distributed systems, microservices, event-driven architecture (DDD, CQRS, event sourcing), platform engineering, Kubernetes, Docker, Terraform, Go, Java, AWS, GCP, Kafka, Redis, CI/CD pipelines, and observability (Prometheus, Grafana, distributed tracing).I focus on one core problem: how engineers reason about complex systems under real-world pressure — scale, failure, latency, and organizational complexity. At Stackshala Technologies, I've formalized this into frameworks, tooling, and curriculum that helps senior engineers develop systems-level judgment. The organizing framework is OTWP — a first-principles model for system design built around four dimensions: Observers, Time, Wrongness, and Pressure. Failures and inconsistencies aren't edge cases to handle later; they are inevitable properties of real systems. I also build production tooling that applies these ideas directly: Vokt detects behavioral drift in critical codebases, and resillm adds resilience primitives (retries, circuit breakers, fallback routing, budget controls) to LLM applications. Open to Principal/Staff+ IC and Director-level roles solving infrastructure and platform problems at scale.

Stackforce AI infers this person is a highly experienced Principal Engineer specializing in large-scale distributed systems and architecture across various industries.

Location: Bengaluru, Karnataka, India

Experience: 21 yrs

Skills

Systems Design
Platform Engineering
Technical Leadership
Engineering Management
Software Development
Distributed Systems
Machine Learning
Infrastructure Engineering
Architecture

Career Highlights

Led architecture programs at Bing with sub-ms latency.
Mentored over 200 engineers to advance their careers.
Architected core systems for omnichannel retail at Target.

Work Experience

Stackshala Technologies

Founder (2 yrs)

Microsoft

Principal Engineer (1 yr 5 mos)

Lowe's India

Director Enterprise Architecture (1 yr 6 mos)

Myntra Jabong

Architect (9 mos)

Target Corporation

Lead Architect - Guest Fulfillment (1 yr 11 mos)

Intuit

Staff Engineer (1 yr 2 mos)

Yahoo!

Principal Engineer (1 yr 7 mos)

Veloz Global Solutions

Chief Architect (3 yrs 1 mo)

Zensar Technologies

Solution Architect (2 yrs 7 mos)

Integral Development Corporation

Senior Software Engineer (3 yrs)

Infozech

Software Engineer (2 yrs)

Education

Bachelor of Technology (B.Tech.) at Indian Institute of Technology (Banaras Hindu University), Varanasi

at Seth AnandRam Jaipuria

Maneesh C.

Co-Founder

Bengaluru, Karnataka, India21 yrs experience

Most Likely To Switch

Key Highlights

Led architecture programs at Bing with sub-ms latency.
Mentored over 200 engineers to advance their careers.
Architected core systems for omnichannel retail at Target.

Stackforce AI infers this person is a highly experienced Principal Engineer specializing in large-scale distributed systems and architecture across various industries.

Contact

Skills

Core Skills

Systems DesignPlatform EngineeringTechnical LeadershipEngineering ManagementSoftware DevelopmentDistributed SystemsMachine LearningInfrastructure EngineeringArchitecture

Other Skills

Gobehavioral drift detectionmentoringsystems-level engineering judgmentcurriculum developmentcompliance mappingPrometheus metricsBing Search infrastructureindex pipelinebot detectionauth consolidationspam detectionSimHash LSHtiered storageCount-Min Sketch

About

Experience

21 yrs

Total Experience

1 yr 11 mos

Average Tenure

2 yrs

Current Experience

Stackshala technologies

Founder

Apr 2024 – Present · 2 yrs · Bengaluru · On-site

Founded Stackshala to address the gap between coding competence and systems-level engineering judgment — the gap that separates engineers who execute from engineers who design.
Designed and delivered the Advanced Software Craftsmanship Program, mentoring 200+ engineers, many of whom progressed to Staff+ and Principal roles.
Built Vokt (voktlabs.com): a production-grade behavioral drift detection system for critical codebases. Go CLI (~14K LOC, 21 modules) with compliance mapping for PCI-DSS, HIPAA, SOC 2, OWASP. Server-side LLM orchestration and enforcement service.
Built resillm (open source): a lightweight LLM resilience proxy in Go providing automatic retries, provider fallback, circuit breakers, budget enforcement, and Prometheus metrics — zero application code changes.
Authored 90+ long-form technical essays on system design, complexity, refactoring, and failure modes.

Gobehavioral drift detectionmentoringsystems-level engineering judgmentSystems DesignPlatform Engineering

Microsoft

Principal Engineer

Nov 2022 – Apr 2024 · 1 yr 5 mos · Greater Bengaluru Area · On-site

Led four architecture programs across Bing Search infrastructure, each spanning multiple teams and organizations.
Index Pipeline: Migrated a monolithic 40+ stage batch pipeline to incremental processing with tiered storage (hot/nearline/cold). Replaced a 40-minute global sort-merge dedup with SimHash LSH-based near-duplicate detection running in under 2ms per document. Coordinated rollout across five organizations.
Bot Detection: Designed a four-layer behavioral fingerprinting system (Count-Min Sketch rate detection, Bloom Filter blocklist, cardinality anomaly, 128-dimensional session fingerprinting). Per-request latency under 0.3ms P99. Filtered 15-20% of traffic identified as automated with zero availability impact via fail-open design.
Auth Consolidation: Unified seven divergent authentication libraries across 20+ service teams into a single configuration-driven module with pluggable protocol handlers. Reduced P99 auth latency from 12ms to under 2ms. Zero incidents across the full migration over 10 months.
Spam Detection: Decomposed a monolithic rule-based classifier into a four-stage ML pipeline (ingestion, feature extraction, scoring, output). Fast Path classifier ran under 1ms on the indexing critical path; full pipeline ran asynchronously for authoritative classification.

Bing Search infrastructureindex pipelinebot detectionauth consolidationspam detectionSystems Design+1

Lowe's india

Director Enterprise Architecture

Jul 2020 – Jan 2022 · 1 yr 6 mos · Bengaluru, KA, India

Directed Enterprise Architecture for Lowe's India, responsible for the technical foundation supporting ~300 microservices spanning GCP, on-premises infrastructure, and 1,800+ retail stores.
Conceived and led Carbon, an internal developer platform providing standardized infrastructure patterns, service templates, and operational tooling. Adopted by all engineering teams, reducing new service onboarding from weeks to days.
Defined and enforced engineering standards for API design, caching, data partitioning, distributed tracing, and transient failure handling — adopted platform-wide, reducing production incident frequency by an estimated 30% during peak retail windows (Black Friday, holiday season).

Enterprise ArchitecturemicroservicesAPI designengineering standardsSystems DesignInfrastructure Engineering

Myntra jabong

Architect

Oct 2019 – Jul 2020 · 9 mos · Greater Bengaluru Area · On-site

Led architecture across SCM outbound — a 27-service system spanning Order, Inventory, Logistics, Warehousing, and Customer Relationship Management.
Achieved 20% latency reduction and 30% throughput improvement in Order Management systems by eliminating chatty I/O, synchronous bottlenecks, retry storms, and misconfigured caching layers.
Extended Order Management architecture to enable partner integrations for 10+ logistics providers, expanding platform reach without architectural rework.

Order Management systemslatency reductionthroughput improvementSystems DesignArchitecture

Target corporation

Lead Architect - Guest Fulfillment

Nov 2015 – Oct 2017 · 1 yr 11 mos · Bangalore

Architected the Guest Order Management (GOM) omnichannel platform — the core system enabling BOPUS, ship-to-store, ship-from-store, curbside pickup, and returns at Target scale (1,900+ stores, millions of daily transactions).
Introduced Domain-Driven Design, Event Sourcing, CQRS, and event-driven architectures into Target's commerce platform, establishing patterns adopted by subsequent teams across the org.
Scaled the engineering team from 4 to 27 engineers, building hiring pipelines, onboarding practices, and technical culture from scratch.

Domain-Driven DesignEvent SourcingCQRSSystems DesignArchitecture