Divyam Talwar

Co-Founder

India2 yrs 7 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Architected autonomous AI engines for high-stakes challenges.
  • Achieved 15% higher returns in financial AI systems.
  • Boosted hiring efficiency by 40% with AI-driven platforms.
Stackforce AI infers this person is a Fintech and HR Tech architect specializing in autonomous AI solutions.

Contact

divyamtalwar0@gmail.comLinkedIn

Skills

Core Skills

Natural Language Processing (nlp)Retrieval-augmented Generation (rag)Llm OrchestrationMlopsApi DevelopmentWorkflow AutomationProduct ManagementBrand Management

Other Skills

AWSAgentic AIAmazon Web Services (AWS)Brand ActivationBrand BuildingBrand StrategyBusiness StrategyC (Programming Language)CI/CDCascading Style Sheets (CSS)Competitive AnalysisCrew AICross-functional CollaborationsData StructuresDocker

About

๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ ๐จ๐Ÿ ๐€๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐€๐ˆ ๐„๐ง๐ ๐ข๐ง๐ž๐ฌ | ๐ƒ๐ž๐ฅ๐ข๐ฏ๐ž๐ซ๐ข๐ง๐  ๐†๐š๐ฆ๐ž-๐‚๐ก๐š๐ง๐ ๐ข๐ง๐  ๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐‘๐Ž๐ˆ I donโ€™t just build AI prototypes, I architect autonomous cognitive engines that tackle high-stakes business challenges with undeniable, measurable impact. My expertise fuses AI engineering, LLM orchestration, and a product-first mindset, ensuring every system I create transforms industries like quantitative finance and recruiting automation. If youโ€™re after innovation that scales and delivers, Iโ€™m your strategist. ๐—œ๐—บ๐—ฝ๐—ฎ๐—ฐ๐˜ ๐—ง๐—ต๐—ฎ๐˜ ๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—œ๐˜๐˜€๐—ฒ๐—น๐—ณ My work isnโ€™t about theory, itโ€™s about outcomes that redefine whatโ€™s possible: ๐๐ž๐ฑ๐ญ๐†๐ž๐ง๐“๐ซ๐š๐๐ž๐ซ: ๐€๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐€๐ˆ ๐‡๐ž๐๐ ๐ž ๐…๐ฎ๐ง๐ (https://nextgentrader.streamlit.app/) Achieved a 15% higher risk-adjusted return in backtesting by engineering an ensemble of 15 AI agents forming an โ€˜Alpha Brain Trust.โ€™ This system autonomously executes complex quantitative models and crafts original investment theses. ๐— ๐˜‚๐—ป๐˜€๐—ต๐—ผ๐˜: ๐—™๐—ถ๐—ป๐—ง๐—ฒ๐—ฐ๐—ต ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฎ๐˜ ๐—ฆ๐—ฐ๐—ฎ๐—น๐—ฒ Delivered a 90% reduction in research time and 99.5% fault tolerance with a stateful reasoning engine on LangGraph. This multi-tool AI agent navigates a 15-node decision graph for institutional-grade analysis. ๐—ฅ๐—ฒ๐—ฎ๐—น๐—”๐—œ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป: ๐—›๐—ฅ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฅ๐—ฒ๐—ฑ๐—ฒ๐—ณ๐—ถ๐—ป๐—ฒ๐—ฑ Boosted sourcing efficiency by 40% and hiring accuracy by 30% through a full-stack AI talent platform. Featuring autonomous sourcing for elite candidates and a proprietary XAI scoring engine, it ensures auditable, precise decisions. ๐— ๐˜† ๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—ฟ๐˜€๐—ฒ๐—ป๐—ฎ๐—น I bring a cutting-edge toolkit to build scalable, reliable systems that drive profit: ๐€๐ ๐ž๐ง๐ญ๐ข๐œ ๐€๐ˆ & ๐‹๐‹๐Œ ๐Ž๐ซ๐œ๐ก๐ž๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง: LangGraph, LangChain, CrewAI, Multi-Agent Systems, Advanced RAG ๐€๐ˆ/๐Œ๐‹ ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐ : Python, TensorFlow, PyTorch, Transformers, PEFT (LoRa, QLoRa), Vector Databases ๐๐š๐œ๐ค๐ž๐ง๐ & ๐Œ๐‹๐Ž๐ฉ๐ฌ: FastAPI, Docker, Kubernetes, AWS, CI/CD, MLflow, LangServe ๐Œ๐ฒ ๐„๐๐ ๐ž: An unrelenting obsession with turning bleeding-edge AI architecture into real-world business wins. I design for scale, reliability, and the bottom line. ๐‹๐ž๐ญโ€™๐ฌ ๐’๐ก๐š๐ฉ๐ž ๐ญ๐ก๐ž ๐…๐ฎ๐ญ๐ฎ๐ซ๐ž ๐จ๐Ÿ ๐€๐ˆ If youโ€™re a founder, investor, or engineer at the forefront of AI innovation, Iโ€™m open to AI engineering roles and collaborations. Connect with me to architect solutions that redefine industries.

Experience

2 yrs 7 mos
Total Experience
1 yr 10 mos
Average Tenure
9 mos
Current Experience

Stealth ai startup

Founding AI Engineer

Sep 2025 โ€“ Present ยท 9 mos ยท Queensland, Australia ยท Remote

Ultrasafe ai

Applied AI Engineer

Aug 2025 โ€“ Oct 2025 ยท 2 mos ยท Dubai, United Arab Emirates ยท Remote

  • ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ž๐ ๐š ๐Ÿ•-๐ฅ๐š๐ฒ๐ž๐ซ ๐๐ƒ๐… ๐ž๐ฑ๐ญ๐ซ๐š๐œ๐ญ๐ข๐จ๐ง ๐ฉ๐ข๐ฉ๐ž๐ฅ๐ข๐ง๐ž with 6 parallel engines using voting-based reconciliation and medical intelligence. Built ๐๐ฒ๐ง๐š๐ฆ๐ข๐œ ๐€๐ˆ ๐ฌ๐ž๐ ๐ฆ๐ž๐ง๐ญ๐š๐ญ๐ข๐จ๐ง with transformer ๐œ๐จ๐ก๐ž๐ซ๐ž๐ง๐œ๐ž ๐ฌ๐œ๐จ๐ซ๐ข๐ง๐ , hierarchical chunking, and OCR enhancement, achieving ๐Ÿ—๐Ÿ—%+ ๐š๐œ๐œ๐ฎ๐ซ๐š๐œ๐ฒ on complex medical documents.
  • ๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ๐ž๐ ๐š ๐ฆ๐ฎ๐ฅ๐ญ๐ข-๐ฏ๐ž๐œ๐ญ๐จ๐ซ ๐ž๐ฆ๐›๐ž๐๐๐ข๐ง๐  ๐Ÿ๐ซ๐š๐ฆ๐ž๐ฐ๐จ๐ซ๐ค combining dense medical embeddings, ๐’๐๐‹๐€๐ƒ๐„ ๐ฌ๐ฉ๐š๐ซ๐ฌ๐ž representations, and ๐‚๐Ž๐‹๐๐„๐‘๐“ ๐ญ๐จ๐ค๐ž๐ง-๐ฅ๐ž๐ฏ๐ž๐ฅ interactions. Designed ensemble fusion with weighted scoring and deployed ๐‡๐๐’๐–-๐›๐š๐ฌ๐ž๐ ๐€๐๐ search for ๐ฌ๐ฎ๐›-๐Ÿ๐ŸŽ๐ŸŽ๐ฆ๐ฌ ๐ซ๐ž๐ญ๐ซ๐ข๐ž๐ฏ๐š๐ฅ ๐ฅ๐š๐ญ๐ž๐ง๐œ๐ฒ.
  • Built a ๐Ÿ’-๐ฌ๐ญ๐š๐ ๐ž ๐ž๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž ๐ซ๐ž๐ญ๐ซ๐ข๐ž๐ฏ๐š๐ฅ ๐ฉ๐ข๐ฉ๐ž๐ฅ๐ข๐ง๐ž with BM25/semantic recall, cross-encoder reranking, knowledge graph expansion, and redundancy filtering. Integrated a ๐ฆ๐ž๐๐ข๐œ๐š๐ฅ ๐ค๐ง๐จ๐ฐ๐ฅ๐ž๐๐ ๐ž ๐ ๐ซ๐š๐ฉ๐ก (๐Ÿ’๐Ÿ“+ ๐ž๐ง๐ญ๐ข๐ญ๐ฒ ๐ซ๐ž๐ฅ๐š๐ญ๐ข๐จ๐ง๐ฌ๐ก๐ข๐ฉ๐ฌ) with PageRank-based importance scoring and ๐๐š๐ฒ๐ž๐ฌ๐ข๐š๐ง ๐ง๐ž๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ for probabilistic reasoning.
  • ๐ƒ๐ž๐ฉ๐ฅ๐จ๐ฒ๐ž๐ ๐š ๐ฌ๐œ๐š๐ฅ๐š๐›๐ฅ๐ž ๐ฆ๐ž๐๐ข๐œ๐š๐ฅ ๐‘๐€๐† ๐ฌ๐ฒ๐ฌ๐ญ๐ž๐ฆ processing 200+ documents with <๐Ÿ๐ฌ ๐ฅ๐š๐ญ๐ž๐ง๐œ๐ฒ, featuring active learning, ๐œ๐จ๐ง๐ญ๐ซ๐š๐ข๐ง๐๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ฏ๐š๐ฅ๐ข๐๐š๐ญ๐ข๐จ๐ง, ๐๐จ๐ฌ๐š๐ ๐ž ๐œ๐ก๐ž๐œ๐ค๐ฌ, and abbreviation expansion. Implemented ๐Š๐ฎ๐›๐ž๐ซ๐ง๐ž๐ญ๐ž๐ฌ ๐ฆ๐ข๐œ๐ซ๐จ๐ฌ๐ž๐ซ๐ฏ๐ข๐œ๐ž๐ฌ with Redis caching, Pinecone DB, and full monitoring, achieving ๐Ÿ—๐Ÿ—.๐Ÿ—% ๐ฎ๐ฉ๐ญ๐ข๐ฆ๐ž.
Retrieval-Augmented Generation (RAG)Natural Language Processing (NLP)Vector DatabasesPineconeQdrantMongoDB+6

Munshot

Founding AI Engineer

Mar 2025 โ€“ Aug 2025 ยท 5 mos ยท Singapore, Singapore ยท Remote

  • ๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ๐ž๐ ๐š ๐๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ž๐, ๐ก๐ข๐ ๐ก-๐ญ๐ก๐ซ๐จ๐ฎ๐ ๐ก๐ฉ๐ฎ๐ญ ๐Ÿ๐ข๐ง๐š๐ง๐œ๐ข๐š๐ฅ ๐€๐ˆ ๐š๐ ๐ž๐ง๐ญ by engineering a custom MCP-compliant tool server, orchestrated a 10+ tool suite (Pinecone, Google Gemini, Brave Search, and 5+ proprietary data APIs) to automate multi-source data synthesis and ๐ฌ๐ฅ๐š๐ฌ๐ก๐ž๐ ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐ฐ๐จ๐ซ๐ค๐Ÿ๐ฅ๐จ๐ฐ๐ฌ ๐›๐ฒ ๐Ÿ—๐ŸŽ%.
  • ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐ฆ๐ข๐ง๐๐ž๐ ๐ญ๐ก๐ž ๐š๐ ๐ž๐ง๐ญโ€™๐ฌ ๐š๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐ซ๐ž๐š๐ฌ๐จ๐ง๐ข๐ง๐  ๐ž๐ง๐ ๐ข๐ง๐ž using LangGraph, designing a stateful graph with 20+ state keys that intelligently sequences tool calls, manages memory, and executes multi-layered error handling (retry logic, fallback parsing) to ๐š๐œ๐ก๐ข๐ž๐ฏ๐ž ๐Ÿ—๐Ÿ—.๐Ÿ“% ๐จ๐ฉ๐ž๐ซ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐Ÿ๐š๐ฎ๐ฅ๐ญ-๐ญ๐จ๐ฅ๐ž๐ซ๐š๐ง๐œ๐ž.
  • ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ž๐ ๐š ๐ก๐ข๐ ๐ก-๐ญ๐ก๐ซ๐จ๐ฎ๐ ๐ก๐ฉ๐ฎ๐ญ ๐…๐š๐ฌ๐ญ๐€๐๐ˆ ๐›๐š๐œ๐ค๐ž๐ง๐ serving 10+ production endpoints for data retrieval and agent orchestration; ๐š๐œ๐ก๐ข๐ž๐ฏ๐ž๐ ๐ฌ๐ฎ๐›-๐Ÿ๐ŸŽ๐ŸŽ๐ฆ๐ฌ ๐ฅ๐š๐ญ๐ž๐ง๐œ๐ฒ for 100s of concurrent requests by leveraging non-blocking I/O with `asyncio` and delivering real-time agent progress via JSON streaming responses, all secured by JWT authentication.
  • ๐‚๐ก๐š๐ฆ๐ฉ๐ข๐จ๐ง๐ž๐ ๐ž๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž-๐ ๐ซ๐š๐๐ž ๐๐š๐ญ๐š ๐ข๐ง๐ญ๐ž๐ ๐ซ๐ข๐ญ๐ฒ by defining over 20 Pydantic models with 80+ validated fields, using custom validators to enforce complex business logic across all API I/O and agent state transitions, ๐ž๐ฅ๐ข๐ฆ๐ข๐ง๐š๐ญ๐ข๐ง๐  ๐Ÿ๐ŸŽ๐ŸŽ% ๐จ๐Ÿ ๐๐š๐ญ๐š-๐ญ๐ฒ๐ฉ๐ž ๐ซ๐ฎ๐ง๐ญ๐ข๐ฆ๐ž ๐ž๐ซ๐ซ๐จ๐ซ๐ฌ.
LLM OrchestrationMLOpsLanggraphAPI DevelopmentAgentic AIData Structures+7

Realaization

AI Engineer

Jan 2025 โ€“ Mar 2025 ยท 2 mos ยท Texas, United States ยท Remote

  • ๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ๐ž๐ ๐š๐ง ๐€๐ˆ-๐๐ซ๐ข๐ฏ๐ž๐ง ๐ญ๐š๐ฅ๐ž๐ง๐ญ ๐ฉ๐ฅ๐š๐ญ๐Ÿ๐จ๐ซ๐ฆ ๐Ÿ๐จ๐ซ ๐Ÿ“๐ŸŽ+ ๐ž๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž๐ฌ, automating hiring from generative JD creation to personalized engagement. Designed a dynamic orchestrator with adaptive strategies and real-time reflection, optimizing multi-step workflows for peak efficiency/
  • ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ ๐š๐ง ๐š๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐ฌ๐จ๐ฎ๐ซ๐œ๐ข๐ง๐  ๐š๐ ๐ž๐ง๐ญ querying 5+ data sources (PitchBook, LinkedIn), identifying ๐Ÿ,๐ŸŽ๐ŸŽ๐ŸŽ+ ๐ฉ๐š๐ฌ๐ฌ๐ข๐ฏ๐ž ๐œ๐š๐ง๐๐ข๐๐š๐ญ๐ž๐ฌ ๐š๐ง๐ ๐›๐จ๐จ๐ฌ๐ญ๐ข๐ง๐  ๐ž๐Ÿ๐Ÿ๐ข๐œ๐ข๐ž๐ง๐œ๐ฒ ๐›๐ฒ ๐Ÿ’๐ŸŽ%. Integrated dynamic scripting for custom scraping, targeting niche talent pools from specialized platforms.
  • ๐‚๐ซ๐ž๐š๐ญ๐ž๐ ๐š๐ง ๐‹๐‹๐Œ-๐›๐š๐ฌ๐ž๐ ๐ฌ๐œ๐จ๐ซ๐ข๐ง๐  ๐ž๐ง๐ ๐ข๐ง๐ž with XAI, ๐ข๐ฆ๐ฉ๐ซ๐จ๐ฏ๐ข๐ง๐  ๐ก๐ข๐ซ๐ข๐ง๐  ๐š๐œ๐œ๐ฎ๐ซ๐š๐œ๐ฒ ๐›๐ฒ ๐Ÿ‘๐ŸŽ% and delivering auditable rationales. Incorporated bias guardrails and semantic memory to contextualize assessments with historical data, ensuring fairness and precision.
  • ๐Ž๐ซ๐œ๐ก๐ž๐ฌ๐ญ๐ซ๐š๐ญ๐ž๐ ๐ข๐ง๐ญ๐ž๐ ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐ฐ๐ข๐ญ๐ก ๐Ÿ‘+ ๐€๐“๐’ ๐€๐๐ˆ๐ฌ (Greenhouse, Lever), ๐ž๐ง๐š๐›๐ฅ๐ข๐ง๐  ๐ณ๐ž๐ซ๐จ-๐ญ๐จ๐ฎ๐œ๐ก ๐ฉ๐จ๐ฌ๐ญ๐ข๐ง๐  ๐จ๐Ÿ ๐Ÿ๐ŸŽ๐ŸŽ+ ๐ฃ๐จ๐›๐ฌ/๐ฐ๐ž๐ž๐ค and real-time data sync. Implemented persistent monitoring via ATS webhooks, ensuring continuous updates and seamless candidate handoff.
LLM OrchestrationLanggraphAPI DevelopmentAgentic AIData StructuresWorkflow Automation+6

Happyaspirants

Product Manager Intern

Aug 2024 โ€“ Oct 2024 ยท 2 mos ยท Jaipur, Rajasthan, India ยท Remote

  • This role was foundational in developing my user-centric, ROI-focused approach to building technology.
  • ๐‹๐ž๐ ๐ญ๐ก๐ž ๐๐ž๐ฅ๐ข๐ฏ๐ž๐ซ๐ฒ ๐จ๐Ÿ ๐ญ๐ฐ๐จ ๐œ๐จ๐ซ๐ž ๐ฉ๐ฅ๐š๐ญ๐Ÿ๐จ๐ซ๐ฆ ๐Ÿ๐ž๐š๐ญ๐ฎ๐ซ๐ž๐ฌ : a live mentorship portal and an integrated coding challenge module, directly addressing key user pain points in interview preparation.
  • Conducted competitive analysis and user research to define product specifications and ๐œ๐ซ๐ž๐š๐ญ๐ž ๐š ๐ฉ๐ซ๐ข๐จ๐ซ๐ข๐ญ๐ข๐ณ๐ž๐ ๐Ÿ๐ž๐š๐ญ๐ฎ๐ซ๐ž ๐ซ๐จ๐š๐๐ฆ๐š๐ฉ, ensuring solutions were aligned with market demands.
Competitive AnalysisSoftware PrototypingMarket ResearchPrototypingProduct ManagementCross-functional Collaborations

Springoo

Brand Manager Intern

Mar 2024 โ€“ Aug 2024 ยท 5 mos ยท Jaipur, Rajasthan, India ยท Remote

  • ๐’๐ฉ๐ž๐š๐ซ๐ก๐ž๐š๐๐ž๐ ๐ญ๐ก๐ž ๐ž๐ง๐-๐ญ๐จ-๐ž๐ง๐ ๐ซ๐ž๐ฅ๐š๐ฎ๐ง๐œ๐ก of the company's flagship product, orchestrating a cross-functional team of designers, developers, and editors to build and execute a unified brand vision from the ground up.
  • ๐Ž๐ฐ๐ง๐ž๐ ๐ญ๐ก๐ž ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ž๐ญ๐ž ๐†๐จ-๐ญ๐จ-๐Œ๐š๐ซ๐ค๐ž๐ญ (๐†๐“๐Œ) ๐ฌ๐ญ๐ซ๐š๐ญ๐ž๐ ๐ฒ, directing everything from product packaging and visual identity to the execution of multi-channel digital marketing and advertising campaigns.
Brand BuildingBrand ActivationBusiness StrategyLeadershipBrand StrategyBrand Management+1

The e-cell, lnmiit

2 roles

Head of Sponsorship

Nov 2023 โ€“ Jun 2024 ยท 7 mos ยท Jaipur, Rajasthan, India ยท On-site

Sponsorship StrategyPublic RelationsSponsorshipStock MarketStock Market Analysis

Entrepreneurship Cell, LNMIIT

Aug 2022 โ€“ Nov 2023 ยท 1 yr 3 mos ยท Jaipur, Rajasthan, India ยท On-site

Stock MarketStock Market Analysis

Education

The LNM Institute of Information Technology

Bachelor of Technology - BTech โ€” Computer Science

Aug 2022 โ€“ Jun 2026

Stackforce found 100+ more professionals with Natural Language Processing (nlp) & Retrieval-augmented Generation (rag)

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