Hi, I'm Siddharth
Senior AI Engineer · Multi-Agent Systems, Agentic Tooling, Engineering Productivity
Lifted team PR throughput 2.5x at Airawath (93 to 222 merged PRs in ~11 weeks) by building an internal Claude Code agent suite — 7-specialist code review + adversarial test writers grounded in research-backed failure taxonomies. 4+ years shipping production agentic systems, hybrid RAG pipelines, and SOC2-grade infra; $169K+ in cumulative client savings. Currently runs day-to-day delivery (reviews, deploys, planning, hiring) at an AI startup.
Experience
Roles and projects that shaped my journey as a developer.
AI Tech Lead
• AirawathFeb 2026 - Present
Built internal Claude Code agent suite (7-specialist code review + adversarial test writers); team PR throughput up 2.5x (93 to 222 merged PRs in ~11 weeks). Shipped Talk to Elie AI assistant, Notification platform, CMS. Owns SOC2/ISO27001 audit prep, AWS modernization, and day-to-day delivery (reviews, deploys, hiring)
Claude CodeClaude (Opus 4.7 / Sonnet 4.6 / Haiku 4.5)GitHub Actions OIDCGHCRAWS (Secrets Manager, CloudFront, Route 53, IAM, GuardDuty, CloudTrail)LinearMulti-agent orchestrationAWS SES / Twilio / Firebase
Founding Engineer
• CrazyTok MediaAug 2025 - Feb 2026
Engineered agentic video QC pipeline (custom MobileNetV3 caption prefilter saving 93% API cost, EfficientNet-B0/K-means B-roll detector, 3-tier Gemini 2.5 Pro fallback) cutting 60min to 5min per video at $0.48/video (~50x cheaper than $15-30 manual, $10K+/yr saved). Built 5-stage agentic content generation pipeline; drove Claude Code adoption across founder and ops team
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PythonGPT-4 & Gemini APIsComputer Vision (OpenCV)LangChainChrome Extension DevelopmentAudio AnalysisPrompt EngineeringMachine Learning
AI Automation Engineer
• RSL Media HubJan 2025 - Dec 2025
Built end-to-end agentic blog pipeline (9-stage Gemini workflow: keyword discovery, SERP/PAA/competitor brief, drafting with internal linking, multi-image generation, Sanity CMS publish) at $0.35/blog with daily GCP cron + GHA failover. Implemented Voice AI on GoHighLevel (95%+ intent accuracy, <2s latency); built LinkedIn lead enrichment pipeline processing 14K+ businesses via async Python + Crawl4AI + Gemini
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Voice AI & Speech RecognitionGoHighLevel CRMPython 3.8+ with asyncioCrawl4AI (web scraping)Google Gemini 2.5 FlashChatGPT APIMake.com (workflow automation)Next.js / Modern Web Frameworks
Software Integration Engineer
• Factories of Future (TVS Motor)Feb 2025 - Aug 2025
Built real-time MQTT-to-REST protocol bridge integrating AMRs into Twinzo digital twin: 10Hz position streaming, 50-80ms latency, OAuth 2.0 per-device auth (99.9% success), +/-20mm coordinate transform vs +/-50mm spec. Coordinated across 4 organizations (TVS Motor, Hi-tech Robotics, Twinzo, FoF); authored 50+ pages of technical documentation
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PythonMQTT (Mosquitto/HiveMQ)REST APIOAuth 2.0DockerPostgreSQLRedisReal-time Data Streaming
Software Engineer
• Viven Eduversity (Govt. affiliated client)May 2024 - Mar 2025
Led small dev team building distributed AWS web scraping system: 4-month manual collection (80 people) to 2-week automated pipeline (87.5% reduction, $136K annual savings). 50x performance via Selenium Hub + multi-threading (4,000 records/hour). Tesseract + EasyOCR image processing modules at 97% accuracy
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AWS (EC2, Lambda, S3, CloudWatch)PythonSelenium WebDriverBeautifulSoupPandasMachine Learning (CAPTCHA solver)DockerPostgreSQL
Projects
Maritime Dark Ship Detection - Multi-Sensor Fusion & RAG System
Real-time multi-sensor fusion detecting AIS-evading vessels with hybrid RAG pipeline for maritime intelligence queries
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Python 3.11+FastAPINext.js 14Three.jsPostgreSQL + pgvectorRedis StreamsGoogle Gemini 2.5 (Flash & Pro)LangChainSciPy (Hungarian algorithm)PydanticWebSocket
Alive AI - Brain-Inspired 7-Loop Architecture for Real-Time Embodied AI
Brain-inspired 7-loop architecture (CfC continuous-time backbone + LoRA-wrapped SmolLM2-360M) with dynamic compute allocation, state-crystallization gradient (VICReg, Mamba-style input-dependent gating, predictive-coding multi-timescale loss), and 7 ordered falsification gates. LoRA backbone validated at 0.999x baseline perplexity
PyTorchCfC (continuous-time)LoRA / PEFTSmolLM2-360MVICRegMamba-style gatingPredictive codingRTX 4080
PageResUNet - Deep Learning Model for OCR Preprocessing & Document Analysis
Research and development of PageResUNet, a deep learning model for optical character recognition
and document layout analysis, combining ResNet and U-Net architectures for superior accuracy.
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PyTorchDeep LearningResNetU-NetComputer VisionOCRPython
yt-dlp Descript Extractor (Open Source)
Authored Descript site extractor for yt-dlp (83K-star OSS project), enabling video downloads from Descript review URLs. PR #15913
Pythonyt-dlpOpen Source
LinkedIn Lead Enrichment Pipeline
Enterprise lead generation, 14,260 businesses, 99.98% completion, 100 concurrent tasks
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Python 3.8+Crawl4AI v0.7.4Google Gemini 2.5 Flashasyncio (concurrent processing)JSON/CSV/Markdown outputWeb Scraping at Scale
Agentic Blog Pipeline - 9-Stage Gemini Workflow
End-to-end agentic blog pipeline: 9-stage Gemini workflow (keyword discovery, SERP/PAA/competitor brief, drafting, multi-image generation, Sanity CMS publish), funnel-aware routing (TOFU/MOFU/BOFU), 452-line brand-voice prompt, retry + state-recovery. ~$0.35/blog at 20-30min runtime; daily cron on GCP free-tier with GitHub Actions failover
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PythonGoogle GeminiSanity CMSGCP Cloud SchedulerGitHub ActionsSERP / PAA grounding
AI-Powered Portfolio with Generative UI
Interactive portfolio with Gemini-powered chatbot, multi-layer security (26 penetration vectors blocked), and hybrid context architecture (70% token reduction)
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Next.js 15React 19TypeScriptGoogle Gemini 2.5 FlashVercel AI SDK 5.xZodTailwind CSSFramer Motion
Lumina - B2B AI Wellness Platform with Computer Vision
17-module eye strain detection platform with MediaPipe, offline-first Electron app, multi-tenant RLS, and Turborepo monorepo architecture
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ElectronReactTypeScriptMediaPipeSupabaseNext.jsTurborepoSQLiteCloudflare R2
Technologies
Grab and move around the nodes to explore different technologies I work with.
Education & Activities
Indian Institute of Information Technology, Pune
B.Tech. in Computer Science & Engineering · CGPA 8.14/10
Key Courses: C++, Java, Python, Statistics, DSA, DBMS, OOP, ML, Cloud Computing, Big Data, HPC & Distributed Computing
Research Paper: Deep-learning model with 28 dB average PSNR improvement & 36% OCR improvement
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Hackathon Achievement
4th place (western region) in "Solving For India" hackathon (2,000+ teams). Built blockchain health-record NFT project; selected by Google to share experience.
Blogs
My latest articles on software development, AI, and productivity.
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