Vishal

Software Engineer 🧑🏻‍💻 who loves cricket 🏏 and movies 🎞️

[Vishal @ImVishalkumar20]

Most Iconic Shot by Virat Kohli against Pakistan. This match is my personal favourite match in the history of cricket ever. Can we again witness that much intense in #INDvsPAK match. #ViratKohli #ICCWorldCup2023 #AsiaCup2023

[Vishal @ImVishalkumar20]

@Rajiv1841 Not a player rather i would say whole indian team in 2011 world cup. Only then I got to realize that something big happening in our country which was quite exciting for a 6 year old boy (back then).

[Vishal @ImVishalkumar20]

@ugach_kahitarii Kay Kay Menon should be the perfect choice

[Vishal @ImVishalkumar20]

@Incognitocric Not aware of his yt channel but know back then he used to active a lot on social media but after 2017 he seems not interested anymore

[Vishal @ImVishalkumar20]

Mumbai cha Raja!!! Rohit Sharma 100

[Vishal @ImVishalkumar20]

@Incognitocric That's because Virat played less test matches, so it's obvious shubman played more innings.

[Vishal @ImVishalkumar20]

The amount of credit @surya_14kumar deserves for winning the world cup, we never gave him. Thanks to Gambhir and Agarkar for dropping him—now everyone realizes his true worth.
#indvseng
@vikrantgupta73

[Vishal @ImVishalkumar20]

After few good days, market again started to fall.
Nifty is already down by more than 200 points.
Does Iran Us Conflict is the main reason or something else?

[Vishal @ImVishalkumar20]

Till half time Argentina 1-0 down.
Hope we witness some miracle in the next half, Messi go for it!!!
#Argentina🇦🇷

[Avi Chawla @_avichawla]

The ultimate Full-stack AI Engineering roadmap to go from 0 to 100.

Bookmark this.

This is the exact mapped-out path on what it actually takes to go from Beginner → full-stack AI engineer.

> Start with coding fundamentals.
> Learn Python, Bash, Git, and testing.
> Every strong AI engineer starts with fundamentals.

> Learn how to interact with models by understanding LLM APIs.
> This will teach you structured outputs, caching, system prompts, etc.

> APIs are great, but raw LLMs still need the latest info to be effective.
> Learn how LLMs are usually augmented with more info/patterns.
> This will teach you the basics of fine-tuning, RAG, prompt/context engineering, etc.

> Strong LLMs are useless without context. That’s where Retrieval techniques help.
> Learn about vector DBs, hybrid retrieval, indexing strategies, etc.

> Once retrieval is solid, move into RAG.
> Learn to build retrieval + generation pipelines, reranking, and multi-step retrieval using popular orchestration frameworks.

> Now, step into AI Agents, where AI moves from answering to acting.
> Learn memory, multi-agent systems, human-in-the-loop design, Agentic patterns, etc.

> Learn how to ship in production with Infrastructure.
> This will teach you CI/CD, containers, model routing, Kubernetes, and deployment at scale.

> Focus on observability & evaluation.
> Learn how to create eval datasets, LLM-as-a-judge, tracing, instrumentation, and continuous evaluation pipelines.

> Security is crucial.
> Learn how to implement guardrails, sandboxing, prompt injection defenses, and ethical guidelines.

> Finally, explore advanced workflows.
> This covers voice & vision agents, CLI agents, robotics, agent swarms, and self-refining AI systems.

This is the actual journey to becoming a full-stack AI Engineer and not just "use” AI, but designing full-stack AI systems that can survive in production.

If you need specific resources, I wrote a detailed article that provides a structured learning roadmap for AI engineers in 2026.

It covers prompting, RAG, fine-tuning, agents, MCP, evals, and inference, with guidance on what to prioritize and in what order.

Read it below.

[Vishal @ImVishalkumar20]

College fees in India are increasing every year but no one in government restrict them to do so.
In fact,the level of education in these institutes aren't upto the mark.
I am not tagging anyone in the government because they won't listen just putting my thoughts.
Thanks

[Vishal @ImVishalkumar20]

@Singhis98130755 @vikrantgupta73 Bhai, He captained India to their first-ever Border-Gavaskar Trophy series win in Australia. That wasn't normal—it was history. His team won't lose a match very often in home. But Now we are losing the series against these teams at our home conditions.

[Vishal @ImVishalkumar20]

@Bhanu_R780 Sehwag

[Vishal @ImVishalkumar20]

@xzx_slipknot MSD

[Vishal @ImVishalkumar20]

@Bhanu_R780 Natrajan

[spidey @lochan_twt]

The day a blind man sees. The first thing he throws away is the stick that has helped him all his life

[Vishal @ImVishalkumar20]

@Jennnyyyyyy 13 kgs is the right

[Vishal @ImVishalkumar20]

@Akshatgoel1408 Aaron Finch

[Vishal @ImVishalkumar20]

@jaiswal_00 Put Glenn Maxwell as well still remember his performance back in 2014

[Vishal @ImVishalkumar20]

@Manu_Sisti Ai