Amit Kumar Jaiswal

About

AI/ML engineer and self-described PhD Candidate (AI) affiliated with Moscow Institute of Physics and Technology (MIPT), working on RAG/GenAI systems since 2021 and mentoring undergraduates in AI & cybersecurity. Also freelances building production RAG/LangChain pipelines and LLM assistants. linkedin.com ¹self-evalmedium proof

Copied from LinkedIn — not independently verified.

At MIPT, he holds part-time roles: Applied LLM Research Scientist since Oct 2021 focusing on secure RAG and GenAI systems, and Academic Mentor (AI & Cybersecurity) since Oct 2023 guiding undergraduates on Neural Networks, NLP, Reinforcement Learning, and Python (PyTorch/TensorFlow) project work. linkedin.com ¹self-evalmedium proof

Copied from LinkedIn — not independently verified.

Report

linkedin.com ¹self-eval

Photo gallery

Card images from confirmed sources where the subject is featured. Click any tile to open the source page. Not face- verified — some thumbnails may be article hero shots that show another person.

linkedin.com

Digital channels

Subject-owned online presence aggregated from LinkedIn, resume, and personal-signal mentions.

• 💼 LinkedIn: in/amit-kumar-jaiswal-5bbb59156

LinkedIn posts

52 posts · 2020-12-10 → 2026-04-10 · 30 reactions · 6 comments — overview, then top by engagement.

The author primarily posts about certifications, courses and hands‑on projects in AI/Generative AI, machine learning, data science and software development tools (Git/GitHub/JIRA), with occasional posts on AI agents, LangGraph/LangChain, geospatial data sharing and cybersecurity/job searches. There are 52 posts spanning 2020-12-10 to 2026-04-10, with a clear concentration of certification and project updates in late 2025 through early 2026 and more intermittent activity in earlier years. Engagement is modest overall — 30 total reactions and 6 comments; most individual posts receive 0–1 reactions, a few reach 3–4 reactions, and comments are rare.

Hiring assessment

LLM judgment on best-fit roles, bounded by the available evidence. Risks & gaps surface specific concerns the reviewer should verify separately.

Best-fit roles

Also a strong fit:

• AI/ML Engineer (GenAI/RAG)
• Machine Learning Engineer
• Research Engineer (NLP/LLMs)
• AI Solutions Architect
• Assistant Lecturer in AI

Since Oct 2021 he has focused on RAG and GenAI at MIPT, and since Jan 2023 has delivered freelance RAG/LLM solutions using FAISS, LangChain/LangGraph, FastAPI, and Docker. His part-time Academic Mentor role at MIPT (since Oct 2023) indicates capability to teach foundational ML/AI topics and guide student projects.

Risks & gaps

• ⚠ All roles and achievements are self-reported on LinkedIn with no independent third-party corroboration. self-reported linkedin.com ¹self-eval
• ⚠ Education claims ("MSc/BCA", "PhD Candidate (AI)") lack institution names or dates in the evidence provided. self-reported linkedin.com ¹self-eval
• ⚠ Years-of-experience discrepancy risk: profile says "5+ years" but listed roles start Oct 2021 (~4.6 years to present). self-reported linkedin.com ¹self-eval
• ⚠ BranchX contract entry is short (7 months) and has an incomplete description. self-reported linkedin.com ¹self-eval

Work Experience🛡 5 confirmations

Copied from LinkedIn — not independently verified.

M

Moscow Institute of Physics and Technology (State University) (MIPT)✓ Verified

Academic Mentor (AI & Cybersecurity)

Oct 2023 – Present

Mentors undergraduates on Neural Networks, NLP, and RL; reviews Python projects in PyTorch/TensorFlow; evaluates metrics like Accuracy and F1-score.

Part-timeOn-siteMentoringTechnical Communication

EW1 colleague confirmed

linkedin.com ¹self-eval medium proof

F

Freelance | Self-Employed✓ Verified

Freelance Agentic AI Engineer

Jan 2023 – Present

Designs RAG pipelines with FAISS and embeddings; fine-tunes LLMs for cybersecurity and enterprise knowledge; deploys via FastAPI and Docker.

FreelanceRemoteMicrosoft Visual Studio Code and Spec-Driven Development

SGJK3 colleagues confirmed

linkedin.com ¹self-eval medium proof

M

Moscow Institute of Physics and Technology (State University) - MIPT, Phystech⚠ Not verified

Applied LLM Research Scientist (Secure RAG & GenAI Systems)

Oct 2021 – Present

Focuses on Retrieval-Augmented Generation architectures; built production-ready AI pipelines using FastAPI, Docker, and REST APIs.

Part-timeHybridAdversarial ResiliencePython (Programming Language)

ⓘ No colleagues have confirmed yet

linkedin.com ¹self-eval medium proof

B

BranchX✓ Verified

AI Engineer / Senior AI Developer Consultant (Contract)

Apr 2025 – Oct 2025

ContractRemoteRetrieval-Augmented Generation (RAG)Workflow Automation

BH1 colleague confirmed

linkedin.com ¹self-eval medium proof

Notable quotes

I am an AI/ML Engineer with 5+ years of professional experience, who loves programming, building things that work, and solving real-world problems with intelligent systems.

My focus is on creating practical, production-ready AI — from Retrieval-Augmented Generation (RAG) pipelines and LangChain/LangGraph workflows to LLM-powered assistants that make information smarter and easier to use.

I enjoy turning unstructured data—text, video, logs—into searchable, reliable knowledge using vector databases and generative AI.

Inbound mentions

Verbatim quotes about the subject from third-party sources. Grouped by who is doing the mentioning.

General mentions

1 of 1 unsigned mentions (no specific author attributed).

• "Amit Kumar Jaiswal-Resume.pdf" linkedin.com ¹self-eval

Beyond the resume

Copied from LinkedIn — not independently verified.

• Public contact email listed: amitjaiswallpu@yahoo.in. linkedin.com ¹self-evalmedium proof

Public footprint

Where the subject's content actually lives, by venue type.

Social posts

• LinkedIn profile
  Professional profile; headline notes "PhD Candidate (AI) | AI/ML Engineer | RAG, GenAI & LangChain specialist."

Academic

• Resume document on LinkedIn
  Self-posted resume (PDF) visible via LinkedIn media.

Sources

1. LinkedIn (Apify) — Amit Kumar Jaiswal [linkedin_apify, self_reported]